{
    "cells": [
        {
            "cell_type": "code",
            "execution_count": 1,
            "metadata": {},
            "outputs": [],
            "source": [
                "import pandas as pd\n",
                "import matplotlib.pyplot as plt\n",
                "import numpy as np\n"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 18,
            "metadata": {},
            "outputs": [],
            "source": [
                "data = pd.DataFrame(pd.read_csv('运维单分析0311.csv'))\n",
                "\n",
                "del_cum = ('问题关键字','问题ID','状态','自定义字段(开发人)','自定义字段(测试人)')\n",
                "for x in del_cum:\n",
                "    data.pop(x)"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 19,
            "metadata": {},
            "outputs": [
                {
                    "name": "stderr",
                    "output_type": "stream",
                    "text": [
                        "E:\\Program\\Anaconda3\\lib\\site-packages\\pandas\\core\\indexing.py:671: SettingWithCopyWarning: \n",
                        "A value is trying to be set on a copy of a slice from a DataFrame\n",
                        "\n",
                        "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
                        "  self._setitem_with_indexer(indexer, value)\n"
                    ]
                }
            ],
            "source": [
                "# 把创建时间去掉时分秒，并格式化成时间格式\n",
                "n = 0\n",
                "data['日期'] = ''\n",
                "for i in data['创建日期']:\n",
                "    data['日期'].loc[n] = i[:10]\n",
                "    n += 1\n",
                "del data['创建日期']\n",
                "data = data.set_index(pd.to_datetime(data['日期']))"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 20,
            "metadata": {},
            "outputs": [],
            "source": [
                "# 先增加列并赋值是整数，使用时赋值会是浮点数\n",
                "data['bug'] = 0\n",
                "data['flag'] = 1\n",
                "# 本月运维单总数\n",
                "total = data.shape[0]\n",
                "# bug总数\n",
                "bug_total = data.loc[data['自定义字段(是否BUG)']=='是',:].shape[0]\n",
                "# 非bug总数\n",
                "data.loc[data['自定义字段(是否BUG)']=='否',:].shape[0]\n",
                "\n",
                "data.loc[data['自定义字段(是否BUG)']=='是','bug'] =1\n",
                "\n"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 21,
            "metadata": {},
            "outputs": [],
            "source": [
                "# 标签分组统计\n",
                "data_f = data.groupby('标签').sum()\n",
                "tag_name = list(data_f.index)\n",
                "tag_sum = list(data_f['flag'])\n",
                "# 拼接标签名和数量，做为饼图的标注\n",
                "tag_list = []\n",
                "for t in range(len(tag_name)):\n",
                "    tag_list.append(tag_name[t]+' ('+str(tag_sum[t])+')')\n",
                "\n",
                "# 客户项目分组统计\n",
                "data_p = data.groupby('自定义字段(客户项目)').sum()\n",
                "xm_name = list(data_p.index)\n",
                "xm_sum = list(data_p['flag'])\n",
                "xm_list = []\n",
                "for t in range(len(xm_name)):\n",
                "    xm_list.append(xm_name[t].split('_')[0]+' ('+str(xm_sum[t])+')')"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 22,
            "metadata": {},
            "outputs": [
                {
                    "name": "stdout",
                    "output_type": "stream",
                    "text": [
                        "38.0 18.2\n"
                    ]
                }
            ],
            "source": [
                "# 按天分组\n",
                "data = data.resample('D').sum()\n",
                "# 分组后的日期列表\n",
                "date = data.index\n",
                "# 取出第一个日期的月份，作为运维单统计月份\n",
                "month = pd.Timestamp(date[0]).month\n",
                "# 开发工时\n",
                "dev_time = data['自定义字段(实际开发工时)'].sum()\n",
                "# 测试工时\n",
                "test_time = data['自定义字段(实际测试工时)'].sum()\n",
                "# 总工时\n",
                "time_total = dev_time + test_time\n",
                "print(dev_time,test_time)\n"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 43,
            "metadata": {},
            "outputs": [
                {
                    "data": {
                        "image/png": 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WMk+llB4EiIj+5NvDnLIsN4yIjkDXqqEbgHeBvwL/At4GpgH/rv/hNCJOrtTYN6X0n0bmXAfYuHIdwCsppSmVY8Og0acp1gdebEbJExZzfKOUUqkyZzdg64gYnt8y/ZL8yZEPgcebuP4LwISIGN7IkyA7AleQd0oZRx6akSRJkiRJ0srVverPTwG3A8+Rbyc8lTwYMh14P6WUKl1G/km+1fGfqyeKiBpg88r5AB9Ur1tFxFxgeiNrWT8n30ZmcRa13nUrcGCDeQ8GNqDpNb8+wNyGDzlVHpT61INnEfFV8u2Zx5JvT1MiX7M7o/rhKklS62dQRJKk1qtX5XVRE8cv4ZPWlCdUvt66uEkjT52sSoMOIRHRtXL9QODgiLgypXRrM+a8BLg8pfRh5YfpPYHNKq+tgP7k273sXzm/T327TaBH5d6rN5jzlZRSo+mYyvmbkf/gv3lK6elFnLdmpYXnluRhFYBngWsiYjvgROAXVR1bUoMpViP/gXtm1diAymfbH7gf+GpKyZCIJEmSJEnSShYRXwJ+Vnl7Wkrpx3yyBtWoyhrWJimlf0fE58kfvtqMfIuXz5P/bq1+u5muDdatOpJ3sq0em5VS+gbwjUXUObFy71FL8Nl2IH9I6Y8ppaYeltqMPPSyuLlqgJOAHwM3ApdWQjPfIu8ovEtEHJtSeqq59UmSWjaDIpIktVKLCkpUi4jNyZ8CuLaJ9pRUfuhbBagl36JmNaq2W4mI7sAk8g4a+wFjgKcj4lLgPvInC+ZUrq8lD5nUAd3In9roXpnjOeDX5MGQJ4FzyNt8PgV8rnK7vzVS4r8bvO9D3gp0Wb0HDAJ+R95G86+V+o8if2LiEeCshnVUnq54lfxJkGkppemV8U2BDck7vRyWUrpuOdQoSZIkSZKkJRQR+5A/4FSqfL2uEq64hnwL4o/4ZB2r/msnPlnLWpu8U8cu5GtXJeBcYHJK6bWI2J+8w8dCXT7I14ZOqnp/Cfla2vL6XJ2A7wH/h3z97pDK+Lrk62vTydfphgMHAec1MU9X8o7FewOHkm9T8yPg/JRSAkgp3RARLwDXAn+LiMnALeTrd0/7cJQktV4GRSRJavuOAv4DnL6Ic/YGvlb580fAbyqvevPIO4nsnVK6PyLuBI4lfxLiBJre07Tam+TbsPRu2O4SoGr7nC3It7FZlA+acb/FSinNAr7SoI4/AiOB/wuc2mB/1wfJ92a9HehSqePkqvmeiYgfAdenlN5cHjVKkiRJkiRpqfQj7/a6b0ppXkQ8C/wAuIC8I2xzHsI6KqX09UUcvwU4bjFzzGpOsc0REf2Ax4DPAL8CxqSU6jvz9idfs+oKdCDfBvk6GgmKVB4au5r894RvVs4bl1Ka2vDclNKTlQfR9gZGA2eTPxx2PPn6mSSpFYpKKFCSJLVREdER2CCltKg9Thecm1Ka38SxHimlD5s41oX8B9COlVf9D9p15Nu11AHzGguItDSVpy+6pJT+UXQtkiRJkiRJWjqVNbGuKaWPmzjWiXwdq35NCz5Zx6r/Oju1sF+kRcR+wMuL2W65c0qpdhHHuwDfBP6SUnpuCe9fA2wLPJBSqluSayVJLYdBEUmSJEmSJEmSJEmSpHaiQ9EFSJIkSZIkSZIkSZIkaeXoVHQBy2r11VdPQ4YMKboMSZIkSZK0lJ588snpKaV+RdchSZIkSZLUHrT6oMiQIUOYPHly0WVIkiRJkqSlFBGvF12DJEmSJElSe+HWM5IkSZIkSZIkSZIkSe2EQRFJkiRJkiRJkiRJkqR2wqCIJEmSJEmSJEmSJElSO2FQRJIkSZIkSZIkSZIkqZ0wKCJJkiRJkiRJkiRJktROGBSRJEmSJEmSJEmSJElqJzoVXcDKMHPmTKZNm0ZtbW3RpWgl69y5M/3796dnz55FlyJJkiRJkiRJkiRJUuHafFBk5syZvPvuuwwePJiamhoiouiStJKklJg1axZTp04FMCwiSZIkSZIkSZIkSWr32vzWM9OmTWPw4MF0797dkEg7ExF0796dwYMHM23atKLLkSRJkiRJkiRJkiSpcG0+KFJbW0tNTU3RZahANTU1bjskSZIkSZIkSZIkSRLtICgC2EmknfPvX5IkSZIkSZIkSZKkXLsIikiSJEmSJEmSJEmSJMmgiCRJkiRJkiRJkiRJUrthUKSVmT9/Pj/96U+ZMWPGgrHZs2dTW1tLSmnBWF1dHXPmzKG2tvZTc5TLZS6++GLee++9BWP33XcfRx99NDNmzOC+++7jjjvuWGwt1157LWedddZCY++88w5bbbUVTzzxxNJ8PEmSJEmSJEmSJEmStAJ1KrqAIs2fOLDQ+3cc9c4SX1NXV0eWZTzwwAPcc889dOrUiT322IMHH3yw0fMvuugixowZs9DYNddcw8SJEznyyCMXjP3xj3/kL3/5C71792bKlCmcfvrp7LXXXnTr1q3JWj7/+c9z1FFHsffee7P55psDeXikXC4zZMiQJf5s9SZOnMjvfvc7AL7+9a+z9957Lzj27rvvctRRR3HvvfdSV1fHqFGjuOaaa1hllVWW+n6SJEmSJEmSJEmSJLUX7Too0hp17tyZO+64g2HDhjFu3DjGjBnDbbfdBkDHjh3p2LEjKSXq6uqYN28e3bt3X+j6uro6brrpJs477zxqamoWjE+YMGFBR5FRo0bx5ptvMn36dDp16kRNTQ29evVacO68efP46KOP2GCDDTjqqKOYOnUq6667Liklrr76ak444QS6du3KjBkz6NmzJx06NL9xzWWXXcZpp53G4Ycfzvvvv88+++zD+PHjOfTQQwHYb7/9mDp1Kueddx7vv/8+P/3pT+nfvz+XXHLJsnxbJUmSJEmSJEmSJElqF6J6u5LWaPjw4Wny5MlNHn/xxRfZaKONGj3WGjuK1HvmmWf47Gc/u8iOH40plUocfvjhvPLKK5xzzjmklNhll1344he/SI8ePejQoQOzZ8+mrq6Obt26MWfOHH74wx9yxhlnLJjjz3/+MzvssEOz7vfaa681u7vIhx9+yODBg/ntb3/LyJEjATjiiCN48cUXefjhh7nvvvvYb7/9eOGFFxg0aBAAxxxzDJMmTeKNN95Y5NyL+udAkiRJklSsiHgypTS86DokSZIkSZLaAzuKtFKbbropAK+88gpdunShY8eOC3XuqO4q0qNHD/r27UtKibPOOmvBVjRXXXUVV1xxxYJuHM8++yxDhgzhzDPPZMqUKYwfP77Re3ft2nXBPertvPPOjBo1asHcU6ZMYd11112izzRnzhzGjRu3ICQCMGjQIJ5++mkAhg8fzmOPPbYgJAKw2mqrUVtbu0T3kSRJkiRJkiRJkiSpvTIo0sq8/PLL1NXV0aVLF3r16sX666+/2GvOOOMMzjzzTG6//XYeeeQROnXqxLXXXsuwYcPo27cvf/rTnwCYOXMmM2bMYPbs2cydO5f//Oc/zJkzh4EDBxIRC+arD6RUjwE8+OCDjB07dqk/2+qrr75gixmA6dOnc+ONN/Kd73wHgF69ei20BQ7kHVK22Wabpb6nJEmSJEmSJEmSJEntiUGRVuaAAw7ghRdeYP78+Zxwwgk899xzdOvWjQ4dOrDjjjvyzW9+kyOPPBKAuro6amtr6dOnDwC77LILZ511Fptssgnf/e53+c1vfsNFF13EkUceyfnnn88OO+yw0NYzd911F3PmzGHatGn07t17QQ31AZHl3VGk2jHHHMOtt97KjjvuyMknn9zoOffeey9PPPEE999//1LfR5IkSZIkSZIkSZKk9qTD4k9RS/Lkk08ya9YsDj74YLp168awYcNYf/31+fDDD/nPf/7D2LFjWWuttZg0aRIDBw5kww03ZMCAAUDesePHP/4x//znP9l9993ZdNNN+dWvfsXpp58O5FvPzJgxg1NOOYWDDz6YDz/8kLlz5y4UEoE8gLKibb/99my55ZY88MADPP744586PmvWLEaPHs2Xv/xlRowYscLrkSRJkiRJkiRJkiSpLbCjSBtx7rnncvLJJzNgwADmzZvHxIkTeeihh7j99tsXOu/ZZ5/l3HPP5dFHH+Xll18mIlhvvfUanbOuro65c+fStWvXhbaZmT17NrD8t56pdsghh3DIIYfwjW98g+OOO46nn356oeMnn3wy06dPJ8uy5XI/SZIkSZIkSZIkSZLaAzuKtAFXXXUVjz76KIcddhgvvvgijz/+OPvttx933HEHl19++ULnHnrooXzwwQdsvPHGDB8+nD//+c8Ljm2yySb07t2b8847j5tuuolevXrRq1cv3njjjYXm2H777UkpLfTaaaeduOiiiz41PmTIkGZ/jrlz5/Kvf/1robE999yTl156aaGxCRMmMG7cOK6++mrWXHPNZs8vSZIkSZIkSZIkSVJ7Z0eRVq62tpazzz6bqVOnsuOOO7LWWmsxePBg1lxzTY444ghOPPFE9t13XwYOHAjAxRdfTNeuXdl8883p1q3bQnM9++yzDBkyhDPPPJMpU6Ywfvz4T93vySefpKamhg4dFs4Yffzxx0ybNu1ToY66ujpqa2vZdNNNF/tZsizjgAMO4NVXX6Vv374AlMtl1llnnQXnPP300xx66KEce+yx7Lfffs36HkmSJEmSJEmSJEmSpJxBkVbo3Xff5eWXX+b111/n+9//Pg8++CADBw6kpqZmofNSShx55JELQiIA22yzDW+99RYPP/wwf//733n22Wc588wzm7xXbW0tc+fOpXv37kQE2223HV27dv1UUOSjjz7iueee47LLLltofO7cudTU1PDee+8t9nPtsssurLnmmuy5556cccYZvPPOO1xwwQWce+65C2o54IAD6NOnDwcddBCTJ09ecO0mm2xCly5dFnsPSZIkSZIkSZIkSZLas3YdFOk46p2iS1gic+fO5fzzz+f888/nsMMOY+7cuay//vrsv//+bLvttgwePJiePXsSEcyfP5/Zs2czc+ZMbr75Zg488EAee+wxtt9+ewD69evHDjvswHbbbUefPn2APGxRHQDp3bs3c+fOZe7cubz88ssMGTKEOXPmNFrbTjvtxL777suYMWOW+vN17tyZP/zhDxx33HHsv//+9OvXj3POOYfRo0cD8Nxzz/HPf/4TYMHnqPfaa68t0TY3kiRJkiRJkiRJkiS1R+06KNLadO7cmeeff55x48Zx6KGHAnD00Udz5ZVXctFFF/H6668zY8YMamtrF7rugAMO4KCDDmLrrbdm9OjRjBo1ihEjRtCxY0cA5s2bB3yy9czSqK2tpa6ubuk/XMU666zDnXfe2eixLbbYgpTSMt9DkiRJkiRJkiRJkqT2yqBIKxIR3HLLLQuNDRs2jEsvvbRZ13fq1Ilx48Z9anz27NnLXNvMmTOb7DYiSZIkSZIkSZIkSZJaBoMiYtVVV13mTh3PP//8cqpGkiRJkiRJkiRJkiStKB2KLkCSJEmSJEmSJEmSJEkrh0ERSZIkSZIkSZIkSZKkdsKgiCRJkiRJkiRJkiRJUjthUESSJEmSJEmSJEmSJKmdMCgiSZIkSZIkSZIkSZLUThgUkSRJkiRJkiRJkiRJaicMikiSJEmSJEmSJEmSJLUT7TsoElHsawk98MADxFJctzxNmTKFkSNH0rNnTwYMGMAxxxzD7NmzC61JkiRJkiRJkiRJkiQ1T6eiC1DrkVLiwAMPZO211+auu+7ijTfe4KSTTqJz585ccsklRZcnSZIkSZIkSZIkSZIWw6CImu3VV1/liSee4K677qJfv34ATJs2jXHjxhkUkSRJkiRJkiRJkiSpFShs65mI6BYRf42InavGhlXG3o+In0fR+6xoIdOnTwegrq5uwdjs2bPp2rVrUSVJkiRJkiRJkiRJkqQlUEhQJCK6A7cBw6vGugJ3AY9Xxj8PfKuI+lq666+/nkGDBtGrVy+OP/545s2bt+BYRPDAAw8seD9lyhQigilTpgD59jE/+MEPWG211fjMZz7Dz372MzbZZBNOOumkxd53k002oX///px66qnMmDGDp556issuu4yDDz54eX9ESZIkSZIkSZIkSZK0AhS19cwvgReBTavGvgysApyYUpoTEacA44DrCqivRTvrrLO48sormTZtGscffzz9+/fntC9Y5WcAACAASURBVNNOa9a1N954I9dccw3jx4/ntddeY+zYsfzud79jww03XOy1NTU13HHHHey8885cd13+1/KVr3yl2feWJEmSJEmSJEmSJEnFKmrrmbNSSj8AUtXYpsAjKaU5lffPAJ9b6ZW1Apdccglf/epXOfzwwxkzZgyXXnpps6994okn2HXXXdl777353ve+x+qrr86sWbP47Gc/u9hr58yZw+jRo9lpp5246aabuOCCC3j88ccZM2bMsnwcSZIkSZIkSZIkSZK0khTSUSSl9Fojwz2B16rOSRExPyL6pJTerz4xIo4AjgBYe+21V2itLdGOO+644M9bb70155xzDjNnzqRnz56fOjeltND7jTbaiLvvvpt33nmH119/nffee69ZIRGAO++8k2nTpvGXv/yFbt26AfC5z32OPffck1NPPZU11lhjGT6VJEmSJEmSJEmSJEla0YrqKNKYecCcBmOzge4NT0wpXZVSGp5SGt6vX7+VUlxL0qHDJ39tHTt2BKCurq7Rc998882F3m+22Wa8/fbbDBo0iG233ZaTTz6ZzTffvFn3ffnll1ljjTUWhEQAPv/5z5NS4vXXX1/SjyFJkiRJkiRJkiRJklayQjqKNOE/wPoNxnoAcwuopUV77LHH2G233QCYPHkyffv2pXfv3kAeHPn4448XnDthwoSFrj366KO56aab2HTTTenRowerrbZas+/br18/XnrpJf773/+yyiqrAHD33XcDMGjQoGX6TJIkSZIkSZIkSZIkacVrSUGRvwLfrH8TEesCXckDJKoyevRoLrzwQqZPn86FF17ImDFjFhwbNmwYN9xwA7vttht33XUXt99++0LXrrLKKlx33XUcd9xx9O3bl48++oh11lmnWffdddddqaurY/vtt2ePPfbgrbfe4rbbbmP33XdnyJAhy/MjSpIkSZIkSZIkSZKkFaAlbT3zENA/Ig6uvP8h8KeU0vwVdseUin0tpbFjx3LYYYfxgx/8gMMPP5wf/ehHC45dfvnlPPXUU/Tt25fLLruMG2+8caFrDz74YO677z723XdfttxyS4YMGcLGG2/Mu+++u9j7DhkyhPvvv5+ePXtyxRVXMGHCBPbee29+/etfL/VnkSRJkiRJkiRJkiRJK0+kZQgsLPPNI6YA30opPVB5/1XgZuBjIAE7p5ReWNQcw4cPT5MnT27y+IsvvshGG220vEpu1crlMsOGDWP8+PF85jOfIaXE888/zzHHHMOdd97JHnvsUXSJK4z/HEiSJElSyxURT6aUhhddhyRJktSUrFTuCNQA84HaESOHziu4JEmSllqhW8+klIY0eH9nRKwHbAk8nlJ6r5DC2qh1112XY489ltNOO4233357wdjpp5/OrrvuWnB1kiRJkiRJkiRJK05WKg8ABgG9gV6VV8+qPy/qtWqDuRIwD6it+lq7iPezgWnAO8DbDb6+A7xr+ESStLIU2lFkebCjiJrDfw4kSZIkqeWyo4gkSZKWh6xUXh0YCqwLrAMMqfq6NnlHkJaqDniPxoMkU4F/Av8YMXLo7MIqlCS1GYV2FJEkSZIkSZIkSZKaKyuVOwMbAZ8FNmjw6ltgacuqA9Cv8vp8E+fUZaXyFODFBq/nR4wc+uHKKFKS1Da0i6BISomIKLoMFaS1d82RJEmSJEmSJKm9ykrldYEvANtUvm4OdC20qOJ0AD5Tee1ZNZ6yUvk14GngmcrXp0eMHPrGyi9RktQatPmgSOfOnZk1axbdu3cvuhQVZNasWXTu3LnoMiRJkiRJkiRJ0iJkpXIvYGvyQEj9q1+hRbUOwScBkq/VD2al8vvA34CHgAx4YsTIoXMLqVCS1KJEa++2MHz48DR58uQmj8+cOZN3332XwYMHU1NTY2eRdiSlxKxZs5g6dSoDBgygZ8+eRZckSZIkSWpERDyZUhpedB2SJElaebJSuROwCQuHQj5LHnrQivEx8Ch5aCQD/jpi5NB5xZYkSSpCm+8oUh8OeOutt6itrS24Gq1snTt3NiQiSZIkSZIkSVILkJXKg4G9Kq9dANvBr1zdgV0rL4CPslL5ET4JjvxtxMih84sqTpK08rT5oAjkYRGDApIkSZIkSZIkSStPVioH+VYy9eGQzYqtSA2sCuxReQF8kJXKD/NJcOSZESOH1hVVnCRpxWkXQRFJkiRJkiRJkiSteFmp3APYHdgT+ArQv9iKtAR68UmoB+DtrFT+LXAb8MiIkUNTYZVJkpYrgyKSJEmSJEmSJElaalmpvB6wN3nAYEegS7EVaTkZBBxbeU3NSuU7yEMjjxkakaTWzaCIJEmSJEmSJEmSlkglHPJtYD/gswWXoxVvMHB85fWvrFS+HbhtxMihTxRbliRpaURKrTvwN3z48DR58uSiy5AkSZIkSUspIp5MKQ0vug5JkiQtWlYqrwJ8nTwgsiMQxVakFmAKUB8a8Rd2ktRKGBSRJEmSJEmFMigiSZLUsmWl8nbAd4D9gR4Fl6OW61Xy0MjNI0YOfaboYiRJTTMoIkmSJEmSCmVQRJIkqeXJSuWBwKHk3UM2LLgctT6PAuOAO0aMHFpbdDGSpIV1KroASZIkSZIkSZIkFS8rlTsDe5F3D9kDf4+kpbdd5fWLrFS+ErhyxMih7xRckySpwo4ikiRJkiSpUHYUkSRJKlZWKm8IfBf4BtC/4HLUNs0F7gDGjRg59LGii5Gk9s4kqCRJkiRJkiRJUjuUlcpfBE4C9gSi4HLUtnUBDgYOzkrlJ4FLgVtGjBw6p9iyJKl9MigiSZIkSZIkSZLUTmSlckfga8CJwNYFl6P2aUtgPPDzrFS+Grh8xMihbxZbkiS1L249I0mSJEmSCuXWM5IkSSteVirXAN8GTgDWK7gcqdo84PfAxSNGDn2k6GIkqT2wo4gkSZIkSZIkSVIblZXKqwLHAN8H+hdcjtSYTsD/AP+TlcoZcMaIkUMfLrgmSWrTDIpIkiRJkiRJkiS1MVmp3As4DhgDrFZwOVJzjQBGZKXy/eSBETuMSNIKYFBEkiRJkiRJkiSpjchK5T7k4ZDvAb0LLkdaWrsAu2Sl8n3kgZE/F12QJLUlBkUkSZIkSZIkSZJauaxUrgFOAk4EehRcjrS8fAn4UlYq3wOcMmLk0KeLLkiS2gKDIpIkSZIkSZIkSa1UVioHcDBwLrBWweVIK8ruwG5ZqXwL8OMRI4e+UnRBktSadSi6AEmSJEmSJEmSJC25rFT+AvAocCOGRNT2BXAQ8GJWKo/LSuUBRRckSa2VQRFJkiRJkiRJkqRWJCuV18xK5RuBx4Btiq5HWsk6A6OBV7JS+aysVF6l6IIkqbUxKCJJkiRJkiRJktQKZKVy96xUPhP4B3AIeYcFqb1aBfgxeYeRfYouRpJak05FFyBJkiRJkiRJkqSmZaVykAdDzgXWLLgcqaVZC5iYlcq/B44bMXLov4ouSJJaOjuKSJIkSZIkSZIktVBZqbwN+RYzN2BIRFqUfYAXslL5hKxU7lh0MZLUkhkUkSRJkiRJkiRJamGyUnlwVir/BngU+ELR9UitxKrAL4DJWansvzeS1ASDIpIkSZIkSZIkSS1IVir/L/B34GAgCi5Hao02Ax7NSuXLslK5V9HFSFJLY1BEkiRJkiRJkiSpBchK5QFZqfx7YDzgL7elZdMBOBp4KSuVDyy6GElqSQyKSJIkSZIkSZIkFSwrlQ8g7yLy1aJrkdqYgcDNWal8T1Yqr1d0MZLUEnQqugBJkiRJkiRJkqT2KiuVVwcuA75edC1SG7cb8HxWKp8N/GzEyKHzii5IkorSojqKRMR3I+LvEfF+RPwmIlYvuiZJkiRJkiRJkqQVISuV9wGex5CItLJ0A84GHspK5XWKLkaSitJigiIR8VXgfOBYYDOgNzCh0KIkSZIkSZIkSZKWs6xU7p2Vyr8GJgIDiq5Haoe2BZ7OSuX9ii5EkorQYoIiwLeAK1JKWUrpdeAkYIeIWK3YsiRJkiRJkiRJkpaPrFTenbyLyDeLrkVq53oDt2el8hVZqVxTdDGStDK1pKDI6sAbVe/nV766P5gkSZIkSZIkSWrVslK5R1YqXwXcDQwuuh5JCxwJ/DUrlTcuuhBJWllaUlDkb8CoiIjK+8OAv6SUPmh4YkQcERGTI2Lyv//975VapCRJkiRJkiRJ0pLISuUtgGeA7xZdi6RGbUweFjmy6EIkaWWIlFLRNQAQEf2APwAdybuIbA18M6V046KuGz58eJo8efJKqFCSJEmSJK0IEfFkSml40XVIkiStCFmpfChwJdCt6FokNcsdwOEjRg791MPsktRWtJiOIimlf6eUtgYOBJ4D/g7cVGxVkiRJkiRJkiRJSy4rlTtlpfKlwPUYEpFak/2Ap7NSeZuiC5GkFaXFBEWqvA3sC5ySUqoruhhJkiRJkiRJkqQlkZXKA4D7gGOLrkXSUhkCPJyVyqdmpXJL/H2qJC2TlvgftrHAMymlSUUXIkmSJEmSJEmStCSyUvkLwJPAF4uuRdIy6QScA9yTlcr9iy5GkpanFhUUiYjVgROA7xddiyRJkiRJkiRJ0pLISuXDgQeBwUXXImm52RV4PCuVNyq6EElaXlpUUCSlND2l1Cel9FTRtUiSJEmSJEmSJDVHVip3yUrlK4Grga5F1yNpuVsXeDQrlb9UdCGStDy0qKCIJEmSJEmSJElSa5KVymuQdxE5ouhaJK1QvYE/ZqXyd4ouRJKWlUERSZIkSZIkSZKkpZCVytsDTwLbFF2LpJWiM3BtViqfm5XKUXQxkrS0DIpIkiRJkiRJkiQtoaxUPgrIgIFF1yJppTsFuCUrlbsVXYgkLQ2DIpIkSZIkSZIkSUsgK5XPBS4n7y4gqX3aH8iyUrlf0YVI0pIyKCJJkiRJkiRJktQMWancKSuVf0XeTUCStgGeyErljYouRJKWhEERSZIkSZIkSZKkxchK5RpgAvDtomuR1KKsCzyalcq7FF2IJDWXQRFJkiRJkiRJkqRFyErlvsB9wF5F1yKpReoN3J2Vyt8puhBJag6DIpIkSZIkSZIkSU3ISuW1gEeAbYuuRVKL1hm4NiuVzy66EElaHIMikiRJkiRJkiRJjchK5fWBh4GNiq5FUqtxWlYqX1R0EZK0KAZFJEmSJEmSJEmSGshK5c8BDwHrFF2LpFZnTFYq/zIrlaPoQiSpMQZFJEmSJEmSJEmSqmSl8hbAg8CgomuR1GodA1yVlcor4PexkwygSFomBkUkSZIkSZIkSZIqslJ5O+B+YPWia5HU6h0OXJeVyh2X35ST+gKPw6S9lt+cktobgyKSJEmSJEmSJElAVirvAtwL9Cq6FkltxqHAr5fPVJP6AvcBWwN3wKTdl8+8ktobgyKSJEmSJEmSJKndy0rlHYFJwCpF1yKpTUnkXYqW0YKQyGaVga7ABJi0y7LPLam9MSgiSZIkSZIkSZLataxU3gy4C6gpuhZJbUoCvjti5NBrl22aT4VE6tUAd8GkLy7b/JLaG4MikiRJkiRJkiSp3cpK5fWBu3G7GUnL14oOidTrDvwBJm27bPeR1J4YFJEkSZIkSZIkSe1SViqvAZSAAUXXIqlNWVkhkXqrAn+ESRsv2/0ktRcGRSRJkiRJkiRJUruTlcp9gHuAIQWXIqltWdkhkXq9yDuLDFy2+0pqDwyKSJIkSZIkSZKkdiUrlVcB/h8wrOhaJLUpRYVE6q0D3AWTui/b/SW1dQZFJEmSJEmSJElSu5GVyp2B3wLbFF2LpDal6JBIveHAb2CSvweW1CT/AyFJkiRJkiRJktqFrFTuAPwa2L3oWiS1KS0lJFJvFHDBMs4hqQ0zKCJJkiRJkiRJktqLccCBRRchqU1paSGRemNh0ujlNJekNsagiCRJkiRJkiRJavOyUvmnwNFF1yGpTWmpIZF6l8CkPZfznJLaAIMikiRJkiRJkiSpTctK5eOBHxVdh6Q2paWHRAA6ArfCpM1XwNySWjGDIpIkSZIkSZIkqc3KSuVRwEVF1yGpTWkNIZF6qwCTYNKaK/AekloZgyKSJEmSJEmSJKlNykrlDYFfA1F0LZLajNYUEqm3BvAHmNRjJdxLUitgUESSJEmSJEmSJLU5WancA5gA+ItRSctLawyJ1NsEuA0mdVqJ95TUQhkUkSRJkiRJkiRJbUpWKgdwPbBh0bVIajNac0ik3h7Azwq4r6QWxqCIJEmSJEmSJElqa04B9i26CEltRlsIidQbC5P2KvD+kloAgyKSJEmSJEmSJKnNyErl3YCzi65DUpvRlkIiAAGMh0lrFlyHpAIZFJEkSZIkSZIkSW1CVioPAW7G339IWj7aWkik3mrAzTCpY9GFSCqG/0dJkiRJkiRJkiS1elmpXANMAPoWXYukNqGthkTq7QCcVXQRkophUESSJEmSJEmSJLUFV9HyfhErqXVq6yGReqfApJFFFyFp5TMoIkmSJEmSJEmSWrWsVD4O+EbRdUhqE9pLSATy3xXfAJMGFl2IpJWrxQVFIuLbEfFGRHwcEY9FxMZF1yRJkiRJkiRJklqmrFTeAfhF0XVIahPaU0ik3gDgRpjU4n5vLGnFaVH/wkfEesBPgH2BDYDJwM2FFiVJkiRJkiRJklqkrFReA7gd6Fx0LZJavfYYEqn3JeC0oouQtPK0qKAIsDnweErpyZTSm8CVwPoF1yRJkiRJkiRJklqYrFQO4AbALRMkLav2HBKpdwZM+mLRRUhaOVpaUOQFYEREbBYRPYDjgVLBNUmSJEmSJEmSpJbnGGCXoouQ1OoZEsl1BG6CSasXXYikFa9T0QVUSym9EBG/BZ6qDL0DbN3wvIg4AjgCYO211155BUqSJEmSJEmSpMJlpfJ6wM+KrkNSq2dIZGGDgeuBPYsuRNKK1aI6ikTE1sBXge2AXsAVwD0R0aX6vJTSVSml4Sml4f369SugUkmSJEmSJEmSVITKljPXAasUXYukVs2QSOO+ApO+U3QRklasFhUUAQ4Cbk4pPZZSmplS+gnQhzw4IkmSJEmSJEmSdDywY9FFSGrVDIks2s9hUv+ii5CWh4hYokzEkp7fWrW0D9kBWPAfnYjoDvQg3xNLkiRJkiRJkiS1Y1mpPBQ4p+g6JLVqhkQWry9wcdFFLKuI2DUi7o6INRuMd14eYYCI6BsRS7T9RUTs0rCeyniPiPhaRHRe1rqWRURcEhF/qvyevtWLiE7kO5g0qzFF5bx7K9e1aS3tAz4MXB8RTwHvAN8C/gs8UWRRkiRJkiRJkiSpWFmp3AEYD9QUXIqk1suQSPMdBJN+DXvdvbJuGBG9gD2AucA88r+vxZmZUnqoiWOHA73/P3v3HV9nWf9//HVldZfSFro3pex+hSLIkCFDlCl7CcIXZIjKcjIE9Pv7AqKgKAJOkOVGqnxLkLCHrDJEJN0FuktHmqTNuH5/3CdtmiZp0pzkPklez8fjPJJz3dd93Z/7ZPHgvPu5gA8ajP8KOD2EUNPIOb+IMX6xhSWfD/y/EMLAGONHLTzndmAJcECD8Y8BfwQuBn7a1MkhhH7AiBZeC5JGDQUxxjdbOL8/sEeMsbwV18hlN5F8D7xefzCEkA+MIfn+WVrv0Oskr8FNwGUdVWQaci0o8kdgEnAJMBx4DzguxliWalWSJEmSJEmSJCltl+NW9ZK2nCGR1rsDpu4MR3ZUaGAU8CDJ16om82hOITAd2KPhgRDCZOBEkqBEbQgB4H1gR+CrwBXAQ8AM4OuZ04qBVfXW+AwwJsZ4RxPXr8x8XLmZOuvWKwS2A37YyOGDgY9IQizN2Rd4tCXXq2clSViiJdYBqzc3KYQwFpgNHBRjfLKV9XSIEMLuJI0pdokxVtQbPwO4jaRzTgwhPAKcFWNcEWOsCCEcA7wdQrg3xvh6Y2t3BTkVFIkxRuB7mYckSZIkSZIkSRIlxaU7AtenXYekTsuQyJYZS/K794oOut6/gJ4xxrUtmRxC+D+gXyPjRcDPgd+QdIWYAPwT+GqmQUFZZmuRXYA76jpKhBD6AsvqLfUl4PAQwvIY40OZOdsDPUhCLINJvre2zwRR6syIMVY3qGcgMJEk3PJyCGFo5vCSGGMNcArwLnByg7VejTG+Ve95XShlSozx1Qb3/e3MenfVGwuZehu+Rt8GvttwvN7xxrq5fCXG+KOmzslB3wduiDF+WDcQQtib5Pvi/wG/Az5BEhr5X+ACgBjjghDCDcCNwGEdXXRHyamgiCRJkiRJkiRJUn0lxaX5JFvO9Ey5FEmdkyGRtvkqTL0fjnytvS+UaSrQopBIPVX1n4QQ8khCIpOAk0i2sLkUeAWYFkLomwmLHAv0Bv4vc14AhgAL6i13EvAU8JsQwocxxmeAHwP7kwRFCoAAvJiZX0SyPdo2QP3tTPYFnqj3vH6XigkhhG0y9c4Grqp3bAzwLaB+UGSj+23gRJLXb31QJPOaVjYyt65LzB71Pgf4Dsn9fare2GDgGaCCTiKEMIbkZ/XwBoeuBR6OMda9zm+GEPYEjmww7yfA1SGEkTHG99u32nTkpV2AJEmSJEmSJElSM74GfDztIiR1SoZE2i4fuBum5nfExUIIW4cQxmY6fmyJnYGjgH8Ds0i2UTmd5O/IamB1CGFHku1ffhpjXBFC+CLwJNCHDaEPMoGSzwALgdtCCCHGeHiMsXeMsR/wDaAixjggxjgAuChzasOwS13AYjKwdeZxVL255wHTY4zjY4zb1T1ItsppLOQByfd2Q/lAafMvz3p12/q8F2N8t+4BrACqGozNyMytbnSl3HQ08EiMsWGw5kY2bDVUZx1QW38gc97fgGParcKUGRSRJEmSJEmSJEk5qaS4dBeSf90sSa1lSCR7dge+2kHXuoyks8aoLTk5s03LGJLgxz9ijIFku5aDMg9Itn95Dbgm83wG8DywX4zxPw3WWwR8FvhspjtHfYU03mWjponnq2KMK2KMK4CyzNhE4CySbVIaKqDpDiu1IYQJIYRdQgg7hBB2APoDNXXP6z3GN3J+Y0GTLTE2hPBkCKEyhPBOCOGo+gdDCDGEcHaDse+EEOY0GLs8hDAvhPBRCOEXIYSrQwjLQghb+n23C/VCP3VijE/GGNeHaUIIw4ATgMcaWeOFzDpdklvPSJIkSZIkSZKknFNvy5milEuR1PkYEsm+62DqH+HIOe18nbpgxIgQQo/NzO1DsvXLRmKMq+q2kgkhnEIS6Dg4c7gyxvhmCOHbwJgQQh+SzhFjMqGQTcQY/9XM9RsLitQ2eN5cKONAki4gD4YQhjSooZCmgyI1JN0xjm8w/vnMo77XSLaYqa8uJ7B9CKH+1jMDgMJM8KTO4Abn1PdjYBpwJXAm8OcQwoExxmebqHsTIYSTgJuBm4B5JJ3EPgK+RNIZZks03Eao4TVHkHSEOY2k88yVjUxbCBy2hdfPeQZFJEmSJEmSJElSLvoim76xJUmbY0ikffQBfkqyFUt7qtve5JkWzn+lifEADAPOJgkcfjozXtfd4xLgAOBUoAewIoSQB/SIMW4U/gghfIzkffU5wFiS7WCqgNFkOnhkpg7LfNwhhECMcXqDmiaEEHpmPh+d+fgz4BaSoMSnQgj/Va9zSWNBkV6Zj9UkW+qcFGOszYRqKoCzYoz31qv9JWBxI69P78zHVxs5Bo0HNHo1MvbPGOMJmWv9ig1BjxYHRYD9gddijN/IrJMH3BRjfKAVazTUk8ZDPHX6kvxsb0Xy9WwslFSRWadLMigiSZIkSZIkSZJySklx6UDghrTrkNTpGBJpX0fA1FPhyLa8gd9ShTHG6uYmhBC+AWzd1GHghRjjUSGEFSThBYCpIYRewOdIOmW8lhmvzHz8B3BIg7W+RtL54xrgJ5m560i2eikE/pl5DrAMeJokVFHYYJ3HGys0xrg6hPAIcClwFPDXzKGebBoU6Zv5uDLGWP/YxMw9N+x+MhB4p5Frfg/4XghhN+Cdutc6hPAEUBNjPLSxWhuxPpQSYywLIRSzoXtLS70CnB1C+CQwn+Q1mNXKNRpaDAxt6mBmi6H9Qwi7AE8AvwEObzBtKI2HbLqEvLQLkCRJkiRJkiRJauAGkje3JKmlDIl0jB/A1L6bn9b+Yoz/G2P8ehOH+wLDQwgXkHQUOTrzgGRrlnJgELBPZmwwMBI4p/4iIYRdgZOA78YY744xFsUY+wOjgFWZaY/GGAfXe/SPMTYMiQCMizGGGGMADmpwLyXAdODyesM92BBgqVPXiWRZg/H9gTXAWw3GBzYyt+7ejgbeAK6vNzweeLex+U1ouL3LIpLta5rTr8Hzp+p9nAVMBi5oRQ2NmQ9st7lJMca3SbbPOTSE0L/B4e1IOqR0SQZFJEmSJEmSJElSzigpLt2NZNsZSWopQyIdZyhwRdpFtMDWJB0/DiHZZWMPNmxndg9wZIxxObA6M7aSpHvEshBCfr11fgDMBu5qsP45mWtcDZwUQjgwCzXfBUwJIQzJbCWTz4YwSp3tgbIG3UQAzgIejzFW1Q2EEAoyNS5v7GIxxr8CvwO+EUI4MYQwBhjDpl1JmrNtg+eD2PCaNmXHBs/vBL5NEsz4OEmgpjVb1zTmMeCY+gMhhKIQwg0hhJ0azF1O0o0lv8H4McC0NtaRswyKSJIkSZIkSZKkXHIbm75ZI0lNMSTS8a6AqU1u69HRQggNt4qBJHRwd4zxBJLuIddmHgB3A2+GECIbOnBUkWwfU0bSnYMQwhdIgibXNghgjAO+BzyQ+fgG8EAIYUIbb+U+YGKMcREbum6sbDBnT2BG/YEQwpHAXsCvGswdShKA+KiZa55L8hrcA9ySGStpRc2n1qujF3AoyVY8dcqptwVMCGFHNt3iZQegMsY4M8b4coyxohXXb8qzwLYhhL3qBmKM64ATgf9pMPdIoDTGuP51ypw3CHg+C7XkJIMikiRJkiRJkiQpJ5QUl54IHJh2HZI6DUMi6egDXJd2EQAhhGFAcQjhF/XGepB0rfhPqdg9DwAAIABJREFUE6d9GdiGpNtG3dYz2wBDSLaUeSGEsA1JcPE/JIGQurUHAX8k6Zrx1RhjJNnKpi/weP1gQiMmhBB2CCHswIYtZNaLMa6KMX5Yrx6o11EkhNAP2Bt4ud7YCJLgywvAXxssWXeNRjuKZK5ZBhxBsoXM8cCHwNxm7qGhg0MID4YQLib5GRoMfL/e8ReAL4YQJocQ9iR57RpubfMKcH0I4aoQwudDCMeFENr0sxhjrCHZUudHIYRQ79DVwDEhhL+FEC4MITwIfBq4qm5CZv6PgOtijLVtqSOXGRSRJEmSJEmSJEmpKyku7QHcnHYdkjoNQyLpOhemNtzCIxvq3phvuKVJUz6R+fhhvbHDgZ4kIYU6+SRBkBhjXB5jXBpjXMGGbVJWxBgXxxjfjzGujTEuIQkQfKMuLJDpGPIcSbeSE2OMS0kWfBM4mSTc8XwI4c4Qwr4hhLr34osyHx8H/p15/CYzVtDMfUVgWb2xM4BCYGqmnp1JOmf0AE7LhFYIIYwPIXwSuDBz3rwmrkFmm52DSTqYrACGAa+GEE4NIfRv6rx6LgXGkmzRM4jkdXm83vELgQ9Ivhb3AzcBv2+wxv3AVsAlwC+BPwGvhxAebxDyaK07SV6b9R1EYoy/B04hCQTdDEwEjo0x/q7eed8j+Zr9vA3XznlNfeNJkiRJkiRJkiR1pC8DY9IuQlKnYEgkffnAjcBRWV53YebjH0MIfwDWNjN3APBFku+Hh+qNfxN4Nsa4OPP8ZJIgxIPA2w3WKKz3sbr+gRjj8wCZwMc3SLpOlAOHxBj/2WDu3zMdM+4HzgeOBj4OzCcJrQCMizHOyax5IMkWLz3q1siEO+q6newD3BtjXJM5thXwbZLgyLQQwmkkW82sA46uWzdjZzZ0FykFXqtfa6Zbym7Ap4DTSTqP/Bq4DJhEEqy4H6gNIfwLeJ2kK8m6zBI3Zq5XF+K4gybEGEuB/Ro59J1MLRNJgiO3kmyBUw30Bo4l2fanP5tuv9MiMcaaEMJxwD9DCNNijE9mxh9i4++X9TJfl/OBPTNdSbosgyKSJEmSJEmSJClVJcWlA4FvpV2HpE7BkEjuOBKmHgBHPpXFNR8iCTAcSBL42JyVwCUxxvoBkPNJOlQAEGOcFkIoAM4EpjU4v3fmYy+gorELxBhrQwgfAc8AX6i3PUzDef8OIewOfAboGWOcnzn0OnAQG0IwkHTYGNVg7GWS8MXTwFUxxmfqHetJEv54N8a4NrNlynhgWozxZTb2KMkWK28Aj8cY14dtQgg9SYIZB5Bsa/MX4AcxxjcyU14k2U5mO5Kvwz7AZGAkSdjmgRhjk1vZbIFZJB08Pgecl7nPFSThlmNjjFsUEqkTY5wdQtgfeK+FpzwF7B9jnN2W63YGIdOBptOaMmVKfOWVV9IuQ5IkSZIkbaEQwqsxxilp1yFJktJTUlz6A5L29ZLUHEMiued5OHLftItQy4UQxpJ08Hohxriu+dnqqvI2P0WSJEmSJEmSJKl9lBSXjgcuTrsOSTnPkEhu2gemfibtItRyMcY5McanDIl0bwZFJEmSJEmSJElSmv4HKEq7CEk5zZBIbrsBpoa0i5DUcgZFJEmSJEmSJElSKkqKS/cETkq7Dkk5zZBI7tsd+FzaRUhqOYMikiRJkiRJkiQpLdcC/it0SU0xJNJ5XA9Tfe9Z6iT8YZUkSZIkSZIkSR2upLh0V+AzadchKWcZEulcdgJOT7sISS1jUESSJEmSJEmSJKXh69hNRFLjDIl0Tt+Eqf5elzoBgyKSJEmSJEmSJKlDlRSXjgVOTrsOSTnJkEjntSPw6bSLkLR5BkUkSZIkSZIkSVJHuwIoSLsISTnHkEjnd1naBUjaPIMikiRJkiRJkiSpw5QUl24DnJN2HZJyjiGRruEQmLpr2kVIap5BEUmSJEmSJEmS1JG+AvRKuwhJOcWQSNdyadoFSGqeQRFJkiRJkiRJktQhSopL+wEXp12HpJxiSKTrOQ2mDkm7CElNMygiSZIkSZIkSZI6ygXAgLSLkJQzDIl0TT2Ai9IuQlLTDIpIkiRJkiRJkqR2V1Jc2gO3I5C0gSGRru1CmNoz7SIkNc6giCRJkiRJkiRJ6gifB4alXYSknGBIpOvbBjgj7SIkNc6giCRJkiRJkiRJalclxaV5wJVp1yEpJxgS6T6+mnYBkhpnUESSJEmSJEmSJLW344GJaRchKXWGRLqXnWHq4WkXIWlTBkUkSZIkSZIkSVJ7s5uIJEMi3dOlaRcgaVMGRSRJkiRJkiRJUrspKS6dDOyZdh2SUmVIpPs6HKbunHYRkjZmUESSJEmSJEmSJLWnL6RdgKRUGRLRRWkXIGljBkUkSZIkSZIkSVK7KCkuLQROT7sOSakxJCKAk2FqYdpFSNogp4IiIYSzQwixkcd30q5NkiRJkiRJkiS12lHA4LSLkJQKQyKqMwg4Iu0iJG2QU0ER4H5g63qPbYD5wONpFiVJkiRJkiRJkraI285I3ZMhETVkdykph+RUUCTGuC7GuKLuAXwO+FeM8dm0a5MkSZIkSZIkSS1XUlw6FP8FudQdGRJRY46Cqf3TLkJSIqeCIvWFEPKBbwHfSbkUSZIkSZIkSZLUemcC+WkXIalDGRJRU3qRNAmQlANyNigCHAMsjjG+1PBACOH8EMIrIYRXlixZkkJpkiRJkiRJkiRpM85OuwBJHcqQiDbnjLQLkJTI5aDIRcBPGjsQY7wrxjglxjhlm2226eCyJEmSJEmSJElSc0qKSz8O7JR2HZI6jCERtcRBMHV42kVIytGgSAhhOLAP8Oe0a5EkSZIkSZIkSa32hbQLkNRhDImopfKAU9MuQlKOBkWAk4AnYoyr0i5EkiRJkiRJkiS1XElxaU/glLTrkNQhDImotdx+RsoBuRoUOYLkj4EkSZIkSZIkSepcjgMGpF2EpHZnSKSFli5dSXV1Tdpl5Ir/gqluTSalLOeCIiGEQmA/4Nm0a5EkSZIkSZIkSa3mtjNS19fpQiJr11ZxzTW/ZcKE8+jZ83Pss8+VPPXUW21a81vfuoexY89d/3zGjA/ZZZeL2Xnni5gx48P149/4xm+orFzXpmt1MXYVkVKWc0GRGGNVjLFPjPHltGuRJEmSJEmSJEktV1JcOhL4VNp1SGpXnS4kAnDyyTdy001/4pRT9ue2286jqqqaQw65mscfn75F67311hy+//0/bzT2wx8+zNChWzNs2EBuvfWvACxYsJz+/XvTt2+vNt9DF3IaTA1pFyF1ZwVpFyBJkiRJkiRJkrqMY8jBf6QqKWs6ZUjkySff4uGHX+LnP7+Ec889DIAzzjiInXe+mKuu+i2HHNK6MmpraznvvNs32U5mxowFnHjivsQIf/nLiwDcffc0zjvv8OzcSNcxhmSHiWfSLkTqrvyPNUmSJEmSJEmSlC2fTbsASe2mU4ZEAP7xjzcoKirgtNMOWD/Wp09PDj30v3jjjdmtXu/226fy5puzN1oPoKamloKCfAoK8qipqaW6uobS0g/ZccdRbb6HLujYtAuQujODIpIkSZIkSZIkqc1Kikt7AwelXYekdtFpQyIAq1aV06tXD3r16rHReEXFOnr37tHEWY2bP38JV131W6677nS2227YRseGDt2a6dNnM336bIYMGcCf//wCxx67d5vr76JssyKlyKCIJEmSJEmSJEnKhk8BPdMuQlLWdeqQCMCECUNZuXINb765oXtIWVkFjz8+nX333bFVa1100R1MmjSCyy47ZpNjZ555EHfe+X/cddc0zjzzIB5++CWOOWZvqqqq23wPXdDOMHVk2kVI3ZVBEUmSJEmSJEmSlA1uOyN1PZ0+JAJw2mkHMHBgP0499Waeeuot/vnP9zjuuP9h0aIVnHPOIS1e53e/e4Zp017nF7/4Mvn5+ZscP/zw3XnvvZ9RWnono0YNZtKkEZx//u306nU8N9zwYDZvqas4LO0CpO7KoIgkSZIkSZIkScqGz6RdgKSs6hIhEYDBg7fiiSe+R1FRIQce+C322utyHn98OjvtNIqjj96rRWusWFHGV75yN1//+vHsttu4JueNHTuEMWO25e67p7HXXtvz0EPPcMcdF3H99Q+ycuWabN1SV+H2M1JKDIpIkiRJkiRJkqQ2KSku3Q0YlXYdkrKmy4RE6kyePI7XX7+NVase4tZbzwPg+utPJy+vZW+Xfu1rv6Znz0IuuOAIli5dydKlKykvX0ttbS1Ll66krKxi/dzVq8tZs2YtK1eWs/POoznvvMMZMKAPM2YsaJd768QOgam+Xy2loCDtAiRJkiRJkiRJUqfntjNS19HlQiL19enTk9tvn8rHP749xx+/b4vPe+yx15k7dzEjR569ybFttjmDs846mF//+lIA7rmnhM9//iBmzVpEz55FAPTqVUR5+dqs3EMXMhDYE3gp7UKk7sagiCRJkiRJkiRJaqsj0y5AUlZ06ZAIwIMPPs2MGQt46qkvt+q8++67nIqKdRuN3XPPEzz22Ov89reXM3z4wPXjzz33Dhdf/FkWLlyxPhyyZs1a+vTp0fYb6HoOx6CI1OEMikiSJEmSJEmSpC1WUlw6CNg77ToktVmXD4lUVVVzzTX3c/TRe/HJT+6y0bEXXniXDz5YxgknNN5lZN99d9pk7Nln36FnzyIOOWTDrT755FsceOCuAOy00yjefnsuN9zwIKtXVzBx4vAs3k2XcRhwfdpFSN2Nez5JkiRJkiRJkqS2+DS+3yB1dl0+JAJw113TmDt3MTfddPYmx+6881EuuOAnbb5GScmbnH76gQDstNNoLr74s/zwhw/z/e9/gX79erd5/S5oL5i6VdpFSN1NiDGmXUObTJkyJb7yyitplyFJkiRJkrZQCOHVGOOUtOuQJElbpqS49H7g1LTrkLTFukVIRDnteDjyT2kXIXUnJnwlSZIkSZIkSdIWKSkuzSfpKCKpczIkolxweNoFSN2NQRFJkiRJkiRJkrSlPgFsnXYRkraIIRHlCoMiUgczKCJJkiRJkiRJkraUb+5JnZMhEeWSMTB1UtpFSN2JQRFJkiRJkiRJkrSl9k27AEmtZkhEueiAtAuQuhODIpIkSZIkSZIkqdVKikvzgY+nXYekVjEkolzl3xOpAxkUkSRJkiRJkiRJW2I3oE/aRUhqMUMiymUGRaQOZFBEkiRJkiRJkiRtiX3SLkBSixkSUa7bCaYaPpQ6iEERSZIkSZIkSZK0JT6RdgGSWsSQiDqDfGCPtIuQuguDIpIkSZIkSZIkaUvYUUTKfYZE1Jm4/YzUQQyKSJIkSZIkSZKkVikpLh0CjEu7DknNMiSizmavtAuQuouCtAuQJEmSJEmSJEmdzpS0C5DULEMiynkxUrGuNsxcWpm/fG5ZUd6cssJtT5uQdlVS92BQRJIkSZIkSZIktdYeaRcgqUmGRJRzMqGQGUsq85fPKyvKn11WOGRxRcH4SNil/rwfvP3igMt22XtFWnVK3YVBEUmSJEmSJEmS1FoGRaTcZEhEqYuRNWtrw8wllfkfzSsrKpi9unDbJZUF4yNh1xac/l/Ak+1cotTtGRSRJEmSJEmSJEmtZVBEyj2GRNThYmTN2powc0llwUdzywoLZpcVDV1SmT8Owm5buOTHMCgitTuDIpIkSZIkSZIkqcVKiku3BUakXYekjRgSUbuLkdWVNWF2XShkTttDIY35WBbXktQEgyKSJEmSJEmSJKk17CYi5RZDIsq6TChk5uLKgpVzywoL5qwuGr50bf6YLIdCGrNTO68vCYMikiRJkiRJkiSpdQyKSLnDkIjaLEZWVdaEWYsrC1bOWV1YOKesaNiytfljIaTx/TAxhWtK3Y5BEUmSJEmSJEmS1Bq7pF2AJMCQiLZAjKysqAmzFlUUrJxbVtRjTlnhsOVJp5Bc+fr3/8HbLw69bJe9F6ZdiNSVGRSRJEmSJEmSJEmtMSHtAiQZEtHmxciKTChk1Zyyoh5zVhcO/2hd/mgIH0u7ts3YHjAoIrUjgyKSJEmSJEmSJKk1xqddgNTNGRLRJmLko/KaMHtRRcGqOauLeswtKxzx0bqC0cDuade2BbYHnk67CLVcCCEvxljbXvOVfQZFJEmSJEmSJElSi5QUl24FDEy7DqkbMyQiYmR5eXWYvbCicPWcssKec8uKRq5Ylz8S2Drt2rJk+468WAjhY8DVwLkxxo+24PyLgX/FGJ9sZk4BcAjwXoxx1pbWmotCCP2Ax0MIp8UYZ7Zg/onAscDp7V6cmmRQRJIkSZIkSZIktZTdRKT0GBLphmJk2ZrqMHtRRWHZ7LLCnnNXF41cWZU/kq4d2uvQoAhQCRwB3Aqc1ZITQghHACUxxkrg+8DdwJPNnJIHPAp8FbgthBCAPkBFjLEmhJAH9CT5OZ8GVABVTazVA1gRYzyxQU3VQH5L6s/YKcb471bMb8pvgEXA7BbOfxK4MYTw5Rjjj7JwfW2BnA2KhBBuJPnmPCrtWiRJkiRJkiRJEmBQREqLIZFuIEaWrKnOm7uwomDNnNWFPeaUFY1aVZU/AhiUdm0drN2CIiGEno0MzwZuAtY1cZxMIKRujd2AvwPfJelEUp15NKcu9LEu83EIsCCzXv15U4D7SIIi64BtgduAW4BXMnN60niIpAK4E7h9M7WcANwM1Gxm3maFEI4DJgOTG24lE0LYBngNOLN+t5UY45IQwrHA0yGEP8QYP2xrHWq9nAyKZH64LsI/UpIkSZIkSZIk5ZJxaRcgdUOGRLqg2iQUMmdhecGa2WVFveaWFY5eXZU/DNgm7dpywIQfvP1i3mW77F27+aktF0LoA5RtZtp3mzh3UIxxeebpcZmPg0II3wUKgX0yn+eTBDluINlq5iFgQoxxViYQEjPnLgFGAIOBN4BPAW+RdAp5td5198l8+vMY47ubqb0mc/6c5iaFEJZmPt1cuKVZIYR84EbgihhjWYNjvYDfASMbOzfG+GYI4dfAd4Dz21KHtkzOBUUybXXuAn7Ykj2MJEmSJEmSJElSh7GjiNSxDIl0AbWRxWuq8+YuKC9YM6esqPfcssJRhkKaVQSMBuZked26riBfB+5p4Tknk2xJUwEQQuhN0vBgOkmdQ4EA9M58XhcUyQeWNbjuejHGGuDDEEJRZqg8xrgkc42izHoAkzLnLw4hDMiMVcUY1zRSa2uDNW0KigD7AetijH+uPxhCGAQ8AozZzPn/D3gvswXNJq+R2lfOBUWAC4BdgbtCCEcD02KMa1OuSZIkSZIkSZIkGRSROpIhkU6oNrKwrCpv3sKKgorZq5NOIWXV+UNJthBRy40i+0GRQuAlYAawEljbcLuUOiGEApIgyPzMOUUkYZFtSbaquSDGOD0z9wTgsRjjFQ3WqNvapbUBjhOB3zYYW1bv88eBQxs5rxYYEEIYu5n1B29hXQ0dDfyxkfEzSEIoR7Nhu5xNxBgXhRDquqn8rY21qJVyKigSQugLXAfMIkkYnQlcG0L4ZP1UVAjhfDItaEaPHp1GqZIkSZIkSZIkdUcGRaSOYUikE6iNLCirypu/oLygfHZZUZ+5ZYVj1iShkKFp19YFjMj2gpmuFXuHEEYC5QCZ7WCac3WMce96zwuBO4AdQwg71BubFEI4haS7SA/g320ota67Rq+GnTZCCLcDY5s59/LMoyPsQtJtpaG/AreThH0254XMOgZFOlhOBUWAzwF9gINijEszSa23gLOAn9ZNijHeRbI9DVOmTImNLSRJkiRJkiRJkrKnpLg0j823kZfUdoZEclBtZMHqqrx5C8oLKmaXFfWZV1Y0dk113jBgWNq1dVFZD4rUsxCYCKwFqjJjVwCfB3bLPM8neS99dYNzJwFfyZxX9z51D2APNt5K6D6S97m3xEa7bYQQvgw8G2N8LTPU3JYxV8cYv9vc4iGEs4FfbWFt9Q0BFjQcjDHOzlynJWssJNlmSB0s14IiI4GXY4xLAWKM1SGEN4Fx6ZYlSZIkSZIkSVK3N5Kk9b6k9mNIJAfURj5YXZU3/8PywsrZqwv7zltTNKbcUEhHG9leC2fegx4AvB5jrAEIIZQBtTHGhZs5dyowtf5YCGEFcH8jW88cmKWSf5B5vLa5iR2sJ8l2PG1RkVlHHSzXgiLvA70bjI0BnkqhFkmSJEmSJEmStIHbzkjty5BICmoj76+qyns/CYUU9Z1fVji2vCZvBA06WlRXVbFi4SL6DBhAr359O6S2so9W0KtfX/ILcu0t3Q4xvJ3X/w1JN4tPNTUhhJAP9I4xrm4w/jFgQr2hQmD7EMIJ9caey0aRmRrygRktPGVACGHsZuYMbktN9Swm2WbpP21YY2hmHXWwXPut8jfgxyGEi0j2LvocyR+xU1KtSpIkSZIkSZIkGRSR2o8hkQ5QE5m/el3e+x+UF66bU1bUd15Z4biKmryRbKZ7xRO//C2P3/kr1paXk1eQz5SjjuD4q66koKh1TZYWz57Lbaedy+V/uJeBIzY0J1k6bz6/+so3iDFyzo9uZPDoUQD87dafcuzXv9pdgyJD22vhEMJQYEfgfxscGhJCiI3M7xdjLKs3dBrJ9jNvZp73AD5OEm7pB2wPHAS0aO+VjINDCOcBv20wvnXm479buM7lmUdHmA9sR9uaPmwHlGSnHLVGTv1WiTEuCyF8Bvh+5rEQOCXGOCfVwiRJkiRJkiRJkkERqX0YEmkHNZF5q9blffBBeeHa2auL+s9fUziusiZvFDCqNeu8Me0fPPqjn3HUFZew3Z578M7Tz/J/P76LwaNH8an//nyL11mzYiW/vvSbVJat2eTYU/c8SL9BAwF4+t6H+Ny3r2DVkqX07NOHHr0bbsbQbQxpx7XrOn/8vcH4YmDnes8LSHbDaPhFWwcsjjFOgfVbz/w2xnhFZruZEqCMDV1R8hsWEEIYDFwIHJAZujpz3lxg13pTdweq2Xjbmbxm7u3qGON3mzlOCOFs4FfNzWmhx4DjgS363RVCKACOAL6ZhVrUSjkVFAGIMT4HfCLtOiRJkiRJkiRJ0kbaexsAqTsyJJIFNZG5q9blfVgvFDK+siZvNDC6rWtP++nP2e+0E/nkGScDMHzSdsx46VXeefq5FgdFlr3/IXdfeClry8sbPb50/gdMPuxgIpG3n3gagBf/8DB7n3BMW8vvzNozKPLfJN0+fhRCOCPGWNdFJMYYl7bg/E26jtRTFwqpIOkuUkPScaShlcAlwKvAScDfYozlACGEverNuwB4Btg6hLBdZqxnC2rsCFNJXsPRMcZ5W3D+8UBpjHF+lutSC+RcUESSJEmSJEmSJOWkrdIuQOpiDIm0UozE2sjclVX5H76/pqBq9uqi/u+vKRy/tjZvDDAm29erranhqCu+zIgdJm40nl9YSE1VdYvXefa+3zFs4gQ+ftxR/PyiyzY5HmtqyCvIJ0aoramlprqapfPeZ8j4sW29hc5swA/efrHHZbvsvTabi4YQjgImAzcA3wJWhxAubuUym3QIyaz9ceCLmaeVMcb7gPsamxtjrAoh7BBjXN7I4T8Dw4DzgGOAg0m2pPk4SReSS1tZb7vI7BZyJ3ALcGJrzg0h9AJuAs5vj9q0eQZFJEmSJEmSJElSSxgUkbLHkMhmZEIhc1ZU5S/4YE1h1ezVhVu9v6Zw3NravLHA2I6oIS8/nx3333gjhAWlM5nxz1c55PyzW7zOvqcez+DRo5jx8muNHu83eBAfvFsKMdJv0EDe/sdT7HLwJ9tSelcxEFiQrcVCCFsBtwGPxRivCSEsBH5CEhxZ2Iql+jQx3h84BPgZMLvBtTfZvq2JkAjAYOB64PPABTHGp0IIJwP3A78GJoUQvl2vE0qdfOCGEMINLbyP0MJ5zfke8K8Qwvkxxrtacd7PgTdjjNOyUIO2gEERSZIkSZIkSZLUEv3TLkDqIgyJNBAjtTWROSvX5S98v3x9KGT8utq8ccC4tOsDWDhjFk/d+yDTHy1m4l5TOOgLp7f43MGjRzV7fI+jPs0vv3QlAOfcfjOvPvJ/nPLdq6ipqia/sFu/nduPLAVFQghFwEPASOA4gBjjT0MIK4E7gL2B2hDCO8ByYB1JkKI3sDXwTozx2Mxy3wSurbd8fmbuP4BBDQMcIYQ3gV0zT1c3U+MRwMXA4cAcYL8Y44uZWheFEA4Dbs1cfx3wnQZLFJJ097h9My/HCcDNmfltEmNcGUI4DngihFASYyytd2wOjYRRQghnA3sBe7b1+tpyrfrNEkI4GlgWY3yumTk/jjFe0ubKJEmSJEmSJElSLjEoIrVdtw+JZEIhs1esy1/4/prC6tmriwZ8UF4wfl1t3nhgk64LuaJ81WoWvDeDdRWV5OXnU1NdTUFRUVbW3mHfvfnG1N9BgHUVlWw7djS/v+5/efWR/+OwC87h0AvOycp1OqF+WVxrt8zj6hjjG3WDMcb7QgiPkWyBciiwAzAJyGtw/k31zlkDrKl3rCfQs5EOH3WeALYBpgFTm6nx38BE4ErgjhjjRtvuxBhrgEtCCDOBXzZyfiWwMBPQaFIIYWnm06x8A8cYXw4h7FU/JLIZDwBPxxg/ysb1tWVaG0HbEZgPbBIUCSE8EmM8CtgvG4VJkiRJkiRJkqScYlBEaptuFxKpHwqZn4RCtv6gvHB8VW2YAExIu77WGL/7ZL76wC+Z+fJr3H3RZfz15h9x4rXfyNr6A0cMA+DhG29lh/0/wRO/vJfjr7qSP37vZvY7/SR69eubtWt1Ilm76RjjKyGEPWmkQ0mMcQnJFirfAwgh5JGEPwrZ0C1kVTNrb64zxxUxxq+2oMY5JCGVzc27tYnxwZs7NzPv1yRb2GRNjPGdVsxdC8zK5vXVes0GRUIIFzUY2haYH0L4NhvvvfQyMCTLtUmSJEmSJEmSpNxhUETacl0+JBIjNdWRWSvW5S9+vy4UsqZwQlXsfKGQ5kzYc3c+dsShvFlcktWgCEDlmjWsq6ikcnUZQyaMY+9M1ICIAAAgAElEQVQTjuHvP/oZS+e9z6idd8jqtTqJbHYUIcb4QQvn1QLlWbxudbbWkrJlcx1FrgXeBiqAKcCfSBJTnydpZ3MB8AqwsB1rlCRJkiRJkiRJKSopLs1j439AKqnlulxIpC4U8tHa/EXz1xTWzF5dNPDD8sIJ1TFMJNk6o0so+2gFT/7qPg4461T6DRq4frz3Vv2pranJ+vVe+euj7HH0ESx//wMKi3oAUNijB1WVlVm/VifRLduoSB1hc0GRecBDwCKSjiFzMuMrY4w3hhCOBB4FWpS+kiRJkiRJkiRJnZLdRKQt0+lDIjFSnQmFLJ6/prC2q4ZCGtOzbx9e+P2fqa5ax7FfvxSA2poa3n32RUbvunPWrzfn9TfZ79QTWL10Gesy4ZB1FRUU9eqV9Wt1ElntKCJpg80FRSRJkiRJkiRJkrZKuwCpE+p0IZEYqaqOzFq+Nn/xvLKiOKescNCH5YUTamLYHti+va+fawoKCznk/LOZ+oOfsOajlYz72G689cTTLJkzjxOu+RoAc6a/xcrFS5h82MFtutaMl19jwp67AzBkwjgWzphF8c9+ydo15QweM7LN99JJ2VFEaifZCorEJj6XJEmSJEmSJEmdnx1FpNbJ+ZBIjFRVRWYuX1uwZH5ZYZy9umjwgoqCCTUxTAImZft6ndWBZ59OYY8ePHP/7/lXyTOM2GF7LvjF7Yz72GQAXvj9X3jn6efaHhT556sc9IUzABg6YRz7nnI8T937IEddcQk9+3Tbnb/sKCK1kxBj07mOEMLLwN0kW89cBfyeZJuZW4GBjZ0CxBhjfvZLbdyUKVPiK6+80lGXkyRJkiRJWRZCeDXGOCXtOiRJUtNKikv3BZ5Nuw6pk8i5kEiMrKuqZdbytQVL5q1JQiELk1BIj7auLbWjmy/bZe+vpV2E1BVtaUeROcBIkj9O9wIfAtcA+wEvZaUySZIkSZIkSZKUK+woIrVM6iGRGFlbVRtmLlubv3ReWWGYXZaEQmpj2AHYoW11SR2qKO0CpK5qS4MiMca4NoQQgSpgXYMxSZIkSZIkSZLUdRgUkTavw0MidaGQpRtCIdssKi+YUEvYqW01SDkhL+0CpK6qNUERAyCSJEmSJEmSJHVPBkWk5rV7SCRGKtfVhplLK/OXzVtTGOasLhqyqKJgnKEQdWEGRaR2srmgyBjgDKASGAuMBz4ABoQQvgWMAj4LPN2ONUqSJEmSJEmSpHT1SrsAKYdlPSQSIxWZUMjyuWVFeXPKCrddVFEwPhJ2zkK9UmeRn3YBUle1uaDIN+t9/hCwI8kfu7uB3sCvMsdmZb80SZIkSZIkSZKUI6rTLkDKUVkKiUDp9LXXv1ewzfwPK3ssWr4uv39M3iTvmTm8AnitrdeQOpMQWJZ2DVJX1WxQJMa40R+1EMLXM+M3N5wbQrgou6VJkiRJkiRJkqQcsS7tAqQclLWQCMC4h5+/eWTI/9mC3oNHz+w/YumcfsOrl/QcMLgqr2ACIRRl4xpSJ/N62gVIXdXmOooAEEK4HngeeBNY3ticGOMRIYQLgVezV54kSZIkSZIkScoBVWkXIOWgH2YrJAJQcO0tc7nu8s+MXrPogtFrFt3Egtf6AtSEvHUf9h7875n9Ry6d3W94XNpzwOB1SXikR7auLeWomrQLkLqqFgVFgD2Bk0laWs0IIQwBno0xrg+NhBB2BW4Bfpj1KiVJkiRJkiRJUprsKCJt6islxaU1wDUHHTqxMhsLFlx7SwTuqL7u8keBXwIH5cfaolFrFu84as1iDlyQ7D5TQ6ha0Hvwf2b2H7l4dr/hcUmvAYPW5RVOIISeza0vdTK1aRcgdVUtDYoAvAK8B2xPEhoZE0J4giQYshx4FHgcuCrbRUqSJEmSJEmSpFTZUUTaVD5wJXBkSXHpFw46dOJL2Vq44Npb5lRfd/mngAuBm4A+G184Fo4sXzJpZPmSSQcsTHbnqCVUJ+GREYtn9xseF/fa2vBIFlVXVbFq6UJ69x9Azz79OuSaa1Z9RM8+/cjPb81bul2KQRGpnbTmt8pTMca76p6EELYHLiEJiNQCvwfOjDHG7JYoSZIkqTu44YYbuOaaazYae+SRRzjyyCNTqkiSJElSPXYUkZq2I/BcSXHp94FrDzp04tpsLJrpLvLTet1FDmxufh6xYET5kkkjypdM+uTC6UBdeGTQe7P6j1w8u9+wmsU9Bw5cm1+4HSH0ykaN3cWzf/olTz90J+sqy8nLL2DyQUfx2QuuoqCwqFXrLH1/NndfeRoX3PoHth4yYv34sgXzePB/vgIxcsq3f8SgYaMBePw3t/Lp//46+b26bVCkOu0CpK6q0d8qIYQiYDrwIvACsHW9Yz2AXYFTM4+3SJLEU4DhwPz2LVmSJElSV/Tiiy9y6623ctZZZ60f69u3b4oVSZIkSarHjiI5ZOXK5fTt2787dxnIRfnA14GjSopLzz7o0IkvZ2vhgmtvmV193eUHAxcBN9Kgu0hzkvDI0u1HlC/dfv8N4ZGaRb0Gls7sP3LRrP7Daxb33Hrg2vyiCYTQO1s1dyX/em4a/7j3Rxx+zhWM3XVP3nv5aZ6478cMHDaa/U/47xavU75qBQ/976WsLS/b5NiLD99D3wGDks//ei+f/eK3Wb18CT1696FHr279ZVmTdgFSV9XUf0FE4DqS8MeXgZ2BbUMIlwOjgXdIQiTHxBifC0nq8PfAMyGEKTHGpe1fuiRJkqSuIsbICy+8wM0338yAAQPSLkeSJEnSprpNR5Hpb7zEZVee2eTxH9x8LztM2o3b7/guL770JOVryhg5ahynnXw+Bx7wmS265rz5s7j4khO4+2d/ZejQkevHP/hgLld/5yIike9+5w5GjBgDwN2/+D4XX/htenXfLgO5bCfghZLi0puB72S5u8hP6nUXOWBL18oj5g+rWDZxWMWyifstegNYHx6ZMbP/iIWz+w2vWdxr4MDK/KLxhNDiUEpXVXL/T9nryNPY+6gzABg6dhKz33yJ9155usVBkY8Wvc9vv3Mh6yrLGz2+fMF8dt73MGKEd196AoBXH/sDexx2QnZuovPaNFUjKSsa/S+IGGMV8FDmcWUIYRLJNjPnAj+MMX6rwfyKEMJxwNPAQyGEQ9yCRpIkSVJLvfvuu6xcuZJTTz2V//znP4wbN45rr72WU045Je3SJEmSJCW6TUeR0aMn8M2v3bzJ+Jtvvcyj0/7IkG2Hc/sd3+WFF57gxBPOoXfvvjzz7GNc/72vUlTUk30+cXCrrrdy1Udce/2XWNNIl4E//OlXDBw4OPn8z7/mK1+6lmXLFtO7d1969er279/nsnzgG2zoLvJKthYuuPaWWdXXXX4QcDHwv7Siu0hzMuGR7YZVLNtuv0VvAhChdnGvgTNn9huxcFb/EdWLeg0cUJl0Huk27T9ra2o4/JwrGDpuh43G8wsLqalu+a/Flx65j23HTGT3Q4/jvusv2vQ6tTXk5RcQYyTW1lBTU83yBfPYZtT4Nt9DJ7c67QKkrqrJqGkIYTfgp8A5Mcb/hBB2JuksclYIoTDGWBVCOBt4MsY4J/P8cuAkIJB0JZEkSZKkzXrrrbeYNGkSP/zhD9lhhx144IEHOOOMM5g8eTI77rhj2uVJkiRJ6kYdRQZuPZhDDzlmk/E/PXwPhx5yDNtsM5Tix//CpV+5gU8f9jkAjvzMyZz5hUP5xxN/bVVQZMGC+Xz92/9NRUXjuyt88OE8Dtj/CCKR555/HIC/Pfo7PvuZk7bgzpSCnYEXS4pLbyLpLpKVn6NMd5Hbq6+7/O/Ar4BPZmPdhgLkDalYPmFIxfIJ+yx+C8iER3puPWtW/xEL6sIjFfk9xhNCv/aoIW15+flM3GP/jcYWzS1l9pv/5JMnnd/idfb87KkMGjaa2W81viNR360Hs3D2u8QY6TNgEO+++A922Kt1obMuyo4iUjvJa+bYO8ATwD9DCJ8E9iIJf5wAFGbm3Am8HEK4PoQwEXgM+G6MsbYda5YkSZLUxZx00km88847HHzwwQwfPpzLL7+cffbZh/vvvz/t0iRJkiQluk1HkcY8/8ITzJz5Lmed8SVWrV5JVVUVPXv0XH88Ly+P/PwCCguLWrXun/5yL+PHbs8Vl36v0eO1tTXk5+eTn59PbU3SZeD9D+YwZvR2bbofdah84JvAayXFpVOyuXDBtbfMAg4Evgw0vqdJlgXIG1L50fhPLH5739NnTDvgsrcemPyt6b/ue96//zL74A9efn7cqg+e6lVdOZ0YV3VEPR1p8bwZPPzja/n5laczfre92Pe4L7T43EHDRjd7fPKBR/HKtN/z6mN/YPKBR/HuSyVM2uugVnUt6aLsKCK1kyY7isQYq4FrQgi/BWaQdAm5GLg4xlj3x6YWmAz8DrgQuD/GuLR9S5YkSZLUHQwfPpx58+alXYYkSZKkRLfpKNKY+x64g0M+dTRDh44EYOyYifz2gTsYP34HBg/alocfuZ/335/N+ede0ap1jz36dEaMGMP0N15q9PjArbdhxqx/E2Nk660H88xzxey3z6Ftvh+lYmfghUx3keuy3F3kx/W6i+y/mVOyLkDYtvKjcdtWfjTuE4vfBiBCXNpzwJxZ/UZ8OLP/iKqFvQf1z3Qe2aqj68uWirJVLJr7HlVrK8jLz6emupqCVobDmrLd7vtyyU+nEkJgXWUFg0eM5ZGfXMcbJY9w4CkXcMDJF2TlOp2QHUWkdtJkR5EQQkUIoRyYTvJDWAR8Cfh7CGHfEEJPIMYYPwTOBAYBb3RAzZIkSZK6mCuvvJLbb799/fPq6mpeeuklttvOfyUnSZIk5Yhu+8/a//PeW/z73Tc49ugz1o/9zw13smrVCs4+99Mceezu/PyXt/ClC69iv31bF+IYMWJMs8cPPeQYpv7tIf72999x6CHH8Pzz/2DffT5FtV0GOqsC4FvAqyXFpXtkdeFrb5kJHAB8lQ7qLtKcAGGbyhVj91ryr31Om/nYAZe99cDHvjX91/2/+M6f5h7y/kvPj1/1/pO9qypeJ8aVadfaUmN22p3zv/8AZ3/vl8yc/iKP/ermrK6/9ZARDNh2OK899gdGbL8b/3p2GkdeeBVPPXQnlWu6bWONbnvjUntrsqMIUPd/ZPNItpyZBcwETiH5I/N3oCCEUAScDRQDV4UQ7okx+kMrSZIkqcX23HNPvvSlLzFu3Di23XZbbrvtNpYvX865556bdmmSJEmSEt22o8if/3IvO+34X2w/cef1Y3/4829Ytmwxe+91IP36bcWLLz3J/Q/dyY47TmbHHSZn7dp7Ttmfe345DUKgsrKCUSPHccutV/NY8V8464wvceYZF2ftWupQuwAvlhSX3ghcn+XuIrdVX3f530i6i+yXjXWzJUAYvHblmMFLVo7Za8k768eX9eg/b1a/ER/M7D9i7YLeg/uXF/QcTwgDUiy1WWN32ZNdP3kE7zxfzFEXXZvVtdeWr2Hd2grWlq9mm9ET2OOwE/jHvT9i+YJ5DN9u580v0PXYUaSTCCHkxRhr22v+/2fvzuOrqK//j79OuGFfRFYBwS0uiEsVt6+2mtpordbiz6VWbWvVarXaarG2ftVe0apVe21ra7VVv8UNa91XqrFe3FGRAgIulx0XVJB9Cwnn98dnApeYkG2SCcn7+XjMg+QzM2fOxJCMfM6cj8Svxo4i7v4R8DXgRaAzUAHcBFwPnAUcG53/DnAm8CPg9WifiIiIiIhInZ100klcfPHFnHnmmRx11FEsWrSIl156iQEDBiSdmoiIiIiIBGuSTiAJq1atYNxLY/nmkcdvGMvNmM4jj97F5ZfexLVX/51LL7mR0Xf8m44dO3FD5tLYc+jffxD9+w3k6Wf+xa677sW4cc9w4c+u5O77bmFF2+0y0BqkgMuACdnS3D6xBk5nZhC6i1wErI4zdlPotXbZ4P0WvnvQybOeP+yiqf/c57JJo7c6d/rD84+c//rrOy2dP67LutVv4744idxWLltM6V03sWLJok3GO3XtwfqKitivNzn7BHsVH8u6tWs3LGuTat+BdWvb5I9g2AI7ipjZLmb2g3qe083MzjSzLtXsu9zMTowhr8PN7DQz69fYWNXE7ga8bmY71vH4E4F74s5D6mdzS8/sQygKudzdPwBw9zuBwcCp7v4iodXcL4FboyVo7gJObfKsRURERESk1bnkkktYsGABCxcuZOzYsey1V3xv4YmIiIiItARmVuO/ybekmDVY2EzXaVFefe0/lJeXc/BB39gwNmnyG3TvthXFhx29Yaxnz14c8Y0RzJ07g+XL419JY9WqFaxZs4qVq5YzZLudOOZb36Vr1258/NHc2K8lzW4P4I1sae6qbGmuMK6gqXRmfSqd+SOwJ/BKXHGby9Zrl207fOF7B3131vOHXTj1n/teNml0z3OnPfThkfNfH1+0dN6LXdetmoD7otojNU6HTl2Z8O8HefmhOzaMra+oIDfxFQbuvEfs15v33n8ZMnQfCjt03FAcsm7tago7dor9WluI2H+gmtm2Zub13EbW4xInAnea2ebXFtvU14A7gGOq2Xcs8JXNnWxm+5rZMDPbNW/busphvyUUZwyvR151dRfwKTC7jsePAw4ys581QS5SR5vrKDIR2M7dx0RDV+b9adHHY9z9CXe/Jvq8FHjfzNo1Qa4iIiIiIiIiIiIi0kzM7Agzu3Iz+79rZkMbGLvEzA7O+9zMrEMD4pxkZkfXfuQm5xxoZr81s87V7OtoZv80s+L65lKH69brbds6xmy2N3KjpTHir4Bo4bIvPsMew/alZ89eGwfdqagox903OXbN2tC4oaIJugw89/xjHFEygrK1a2hfGP6qdGjfccM1ZYuXAq4gdBfZ7IRwvQNv7C7yC7aA7iKbs3XZ8kHDF7534Emz/nPoz6c+MPyySaN7nTftwY+Omvfa+J2XzB0XFY/EWtSWKizkayeezRtP3svDN/2at8Y+wH1Xnceij+dw2MnnAjD/vUlMe/W5Rl9r9jtvsd2w/QDos+2OfDZvBi8+cBtrV6+k1zb1qTloNdamjx3WFL93KtuznA5sn7eNBV6tMrZTZS71iH8LYaWO8+pxzpHAXODBavaVR1u1zCwFjAdeIxSFvQJMJ6/oxMwOAA4ExgBXxDmXb2bHAXsBp1RdSsbM+pjZfDM7LH/c3T8HRgBXmZnaCScktbmd+f8x3f366M+H8sbOrHL8KtRRRERERERERERERKQ12BP4ARtfIqxqNPAbwmREff0JmAN8K/r8X0B3M/u2u5fVI86ZwALg6XqcsxdhuYerqtlXDnwXeKoe8eqqvm/b1sU44Hoz+5m73xxj3Jp8BvRohuu0CGVla5n439f4wWnnbzLer99AVq5awfg3xnHQgaGmaOGiTyktfZzevfvRo0fP2HOZOm0iI449jS++WMjaqMvAmjWr6djxS/VOsmXbE3gzW5q7Dri6uKRoXRxBU+nMeuAP5aNGPg38A/ifOOK2BD3LVgzsuej9gfssen/D2JL2XT+e1W3A/FndB635uHPvzisKO2/nZn0aeo3/Oe50Uh068MZTY3j/jSz9d9iVH159J4N3CzU9E559kA/eeondDz6iUfcy5503Ofj//QiAvoN3ZP9vnczrT9zDEadfTIfOX1qRpC34tIniVv69+tTd51QOmtkqoH2Vscq59GqfTSx8X/WqZtdvgYlmtms1++a6+4airahQ9lRCgUmhma139/y/++ujLf+67aJcV7t7OVCYt8+ifD/JO+Va4BHgDGAKcDXwv9XdU31EeVwPXOzuK6rs60R4vhtU3bnuPsXMRhOeM89ubC5Sf5stFBERERERERERERGRNmsdGydTqrOGjW/l1tdaNn07907gGcIkyY/zD4wmaQqBtVXfVCW8Hf+lyZtokqQ9UBFNoFS9dlllQYqZdQF6RrEq43cws62iGB3cfX6973DTfCrftt2r8h6iJWMuI0yO9CdMiF3j7rfmnbcN8HE1Ie9097Pc/XMzGwG8ZGYPRUvEN6XPgKImvkaLMXXaRMrK1rL70H02Gd9v+Ffp22cbrrjyXHbbdW8KC9vz3nuTWbN2Nb+48GrCtx9Mm/5fFi78lEO/9s1G5TFp8hvsvef+AAwZshOz53zAPffewqrVKxk0sE12GWjtKruLfCdbmju9uKTov7EFTmc+KB818qvAhYSJ7Fa5nslWZSsG7LPogwH7LPpgw9jSwi6fzO4+YP7M7oNWfdS5T5cVhZ2HuFnfusQzMw44+hQOOPqUavcf9/Nrqh2vzvZ77MeVj79T7b7iU366yedHnvFLjjzjl3WO3QotaKK4VZ8lGnPOhdS/4OJgQvePSscDWwMvAxcAN1b+Hsk/x8zSVcYeBk6A0C2N8ExxAtCZ8HPk02jfWcBBwO7uvtbMvg+8GD0r/aZKUUp9HUJ4pno0f9DMegFPArX9kroO+CAqeG3oM6U0UIsqFDGz24Gz8oZmuvtONR0vIiIiIiIiIiIiIvGK3gAtI0yKePS2aAdCF5Cj2ViY0R240sxGRp8XAo+6+/nUriLaAHD3f5vZzcApZnaFu+dPDn2D0A6eaiZOKnM+q9od8D3gn9ExndlYnOJRoUYn4Ci+3Or9jmgDWAT0rsM91ZRbTW/bXkmY1LmbMGF0CvBXM1vo7pX5DCf8d/gRm05Szaj8oJnfyP2sieO3KJMmv0G7dil23WWPTcY7derMTb+/h7/ffiOTJr/BylUr6NO7P8cc/V2OPuqkDcc99fQ/ef2NbAyFIuP57omhfmq7ITsx4thTeejR0fzkx7+ic+eujYotLdqewBvZ0ty1wDUxdxe5qXzUyKcInaEOiiNuS9dj3cpt9l6U22bvRbkNY8sKOy+Y1W3gvJndB676qEvfzisKOw1xK+iXYJqyqabqKFK5btjY6p4rzMy/NFizMkKHkO1qO9DMTid09KlaEHFxXl53AU9EcXcA/kPoDFJAKGitXBqvHZsW8w4EvhYVggyOxhaY2VeBPxKeEeZHxbcTgZOA+4FjzOxa4KEGFowcSyhYqeo0Qpe2Y4EJNZ3s7p+a2WTgcOrXHU5iYFXX0EuSmU0Efg28GQ1VuPvyzZ0zfPhwnzChxu8vEREREREREWnhzOxtdx+edB4iIhKY2YeECYd8LwI/BboR/uEf4Hngr4RW5hCKSRa7+/QozlDCy4rr2DgpU+kh4CPg53ljXYA+hGKEVe7+XhSnC7ANYdKkaveQ24EvgF9VGS8gdANZVPlvzGa2JsqxqvaECZe17u7RBNH33P2fUTv4Du6+rJrz6sTMDgVucfdheWN9gPnAr9z9T9FYR8JyPJPc/ZvR2Cjg+Pxza7hGP+ADoF9TvpGbLc3dBpzTVPFFpEaTgR8WlxRNjjNo+aiRBcBFhO4iHeOMvaVaVtj5szndtpk7s/uglR926dt5eWHnbd0Ktkk6rzbq7+ljh8X+O8fMugLLCd03/pO36y7C8moj8sbaAQuBH7v7HVRhZpcC59SzUGQvd58SjZ0A3Ed4Filx9+fzjh8J/IzwvJADTgf2dPcvtaQxs5OA6919ezM7iNCdZBjwFvAScBih00i+G4EDCYW+X89fDqeuzOxZ4I/uPrbK+PbAPGBbwpJ7xe4+roYY1wNfuPv19b2+NE6L6SgSPQQXAS835BtRRERERERERERERGLxdUK3j9OAHwBHAOvdfXb+QWZWDsxz95re5LuV0BGjnI2FIgWEYhOA3YF3gaV55xQQijmeJbyFiruvJK+DRpUc1gKrq3Qgqcn3olwOJUy8jAA6R2/QVvsWrbtXXSKnIap727YLMIqw1E7ltdaY2QxCsUyl4Wzanr5azfhG7udNGFtEarYX8Fa2NHcNcG3M3UUyUXeRf9BGuotsTvd1q/ru+cXMvnt+MXPD2PJUp8/ndBswZ0b3QSs/6tK307L2nQereKRZfNREcQuiP1e6+5LKQTNbB5RXGattLr2ilv3VqVyCrjeh28dfCUvYbBAtC/MD4CnC3/+5hM4c5wHnVhMzxcbnlT7A5+7+npl9nfCstTWh2LYCsOj45cAKoFcj5ub7ETqebKLymbGmTnBVLAAG13qUxK7FFIoAXyH8z8LUaN3FFwkVWPOSTUtERERERERERESk7XD3DwDMbBGwzt1nRp+nCG+dVi5LU1ucQ6uOmdn3gDGE9umLgEHAIe4+tbZ40dIxFUCZN6BVtrs/GsXpRSh8ecbMUma2D6FYJX+yp4+ZbRd93I7wFu6MBk6kDCNMBOXnMge4Ln/MzAqBPYDH84aHA/3MbC7Ql9BVYFTVN3cjr0fXaspCkY+bMLaIbF4hYfmIEdnS3A+LS4qmxBU4lc68Xz5q5CHAL4CrUXeRTXQrX91nj8Uz++yxeGPxyIpUp89nb+w80mFZ+y7buhVU7cYljdNUhSJxzo8XAIVmtmsdjq0sLqqsnnDgHcLf6wurHHsq4Xf68YQlogCuAh41s9vcvWp3oc5s7LrWm1B8gbu/FT2/fQxsBxzo7vfChm4mbzZyLr4j4ZmuMVajnzmJaEmFIkOB6YRWg18AfyC0DTyy6oFmdjbRWouDB6vASERERESkpap4rH+s8dqNqMuLoiIiIiISowIz+z5QAjwBPFhl/61mdmv08Xvuvlst8c4lFDuUE5ZZKQPOB35Sh1zuJkyYfOkNVTPLb03/nLt/6d+Va9ATeLua8ZujLd9uwHt1jJuv2rdtq3EW0J1wn0SFKn0Jb/zeCqyMjnnKzL7q7lU7jTTHG7kfNnF8Eand3sCEbGnut4TuIuW1nVAXUXeR3+d1FzkwjritVdfy1X32WDyrzx6LZ20YW5nquHBOt23mzOg+aMWHXfp1XNa+y6D1VjAowTS3dE31O6eyKGFsdR0voiXo6mprYACha0ddpQDcfZGZfSta9i7/+tsCvwfucfcZlfvc/UkzexH4V/Qc8FlezM7AHvm5Rx93JXQi+SVheZu/AvdGy+gO/4AAACAASURBVPr9k7Cs4N/qkXtVnwH9gfcbEaN/FEeaWUHthzQPd7/T3Q909zfcPUdonVNiZltXc+zf3X24uw/v06fPl4OJiIiIiIiIiIiISINFEwh7EZYLvwF4A3gG+BGhcKEfociiJ+EN2SXAQ7XE/AbwVeDPecN3AaeZWb86pHUaYdma1wmTmN2qbF+NjsvUIVaBmf0FuI0widLO3S1/A6YRlodJRcd8UIe41an1bduo/fyVQNbdn4+GK4DLgP3c/Xfu/mfgEMJbwb+oJkxzvJE7v4nji0jdFBJ+Pr2ZLc3tGWfgVDrzHuFnzSXAmjhjt3Zdytf03n3x7OHfmfvyYT+d/tCBl066a9CF79y/aMTscW/vsWjGuK3WLhtf4OtVcFd3TdVRpHLu+Thg+7xtLPBqlbGdaonVC5hb9Rmiuo1QdPspeY0cqnZIM7OehMLcNYTmClWdQnjmed7Mdskbv5dQ0Fq5XUDowLaS8Ax3OKFQt5uZDSB0LHPg/lrurzbzqf1rVJudAK0wkoCW1FGkqmWE1jvbEDqMiIiIiIiIiIiIiEgTigoWRhFanncF5gK7uvuaaP8YwjIqB7r7E9HYmYRJi9s3E7cjoStGDriH0FkE4BbgYuD/gKM3l1teDtcAjwC/q1wmJxq/DBjn7s/VkMMA4P8RulUXElqzX0N4E9jNrOpb+YXAVoQuHR3cvSHdRKBub9veCnSJcgPA3ecD1+Yf5O7LzewxwkRRVc3xRq4mOEValq8QuotcDVwXY3eRCuDGvO4iB8QRty3qUr6m1+5LZvfafcnsDWOr2nVYPLfbNrNndB+0bH6Xfh2Wtu86cH1BgZZQ2JQDs2s9qmEqCxtecvcNc9BmtgpoHy0PVzlW21z6MOrYTSQqBN1c693dCQWsfYFvAevyr2+htchS4NvAU8BbZra3u8+K7uMLMysgLDGzlI3z66WEwq9fELqT7Uz4O/2auy+rS+6b8Ryh29udDTk5ur+jgEsbmYc0QIvpKGJmt5jZiLyh/Qg/BFRBJCIiIiIiIiIiItI8FhG6iFwF/BpYU1mgAeDuZYQijZ8CRBMSFwJjalnj/irCxMzFUYzKeIuAy4FvmdnP6pKguz8NjAPuqJxAMbPTgGLCG7RfEi3jMh+4HlgFrHX3k919IuEN4hxhQip/25nwNu8sYFJdcqvBZt+2jZZaPwE4391n1CHeKmBrMyusMt7kb+QWlxQtpJbuKCLS7AoJP2PfyJbm9ogzcCqdeRc4mPD7YG2csduyzhVre+62ZM4+3573ymHnvfvwQZdOvmvwL6bct+T/zXph4l6LPhi39Zqlrxesr5ibdJ4J+zh97LCVTRT7q8D0/CKRhjCzPsA+QNWl4BpqDaHjyBGEApSVwDrC38E0sJ7wO9iA/wHOcPdZZnaQmZWa2XTCM8J4QgFv5f29DOxB6H7yDNCO0N1kbAw5PwUcamYNLXQ6HshFxbHSzFpSR5HJwPVmtpSwRtKfgbvdfXmyaYmIiIiIiIiIiIi0DVEL9CMAzOz8Gg77HTDVzA4jvM2+I3BMTTHN7ALgl8D9lV1IqvgL4c3ZP5pZgbv/sQ6pnkUo3rjVzO4H/g5c5O5Ta7ivOWb2C+AB4JuEN3YrfQXYAfjA3TcUQZjZVMJyOtcAneuQU01qfNvWzA4Abgb+z91HV9n3fWCYu/+qyml7AMvcfV3esc35Ru5HNL7NvIjEbx82dhf5XczdRa4vHzXySWA04UVviVmnirKtdls6d5/dlm6sD1ndrv3SuV23mTWz+6Cl87r267C0fddtKqxgCKGzRGuXa4qgZtaO8Dv5wWp2FxCKMKqOQWhuUNVZhKKL6mI1xEx3PzjKcwZhGZy1wJjo4z8BHQhL3axiY8eVGYSuZP8CXgEmAj8mKhRx93lm9g+gi7ufZGaVy/WNbGzC7r7IzP5GWPbvxPqca2adCMsbnl3bsdI0WlKhyO3ALsCjhHY4jxAqyUVERERERERERESkhXD3D8zsNuCfhOVbznX3at98NrNzCBMbbxEmLaqLt97Mvge8CPzBzHYCfu3uKzaTw3wzOw7IAmcCf3b3W2vJ+09RTlV3dQReB+4AvtTVJCrIWLq52LV4CrjZzAbnd12J7vNJYCpRh5YqegA/M7O/u/vM6JxDgCOBh6sc25xv5G62Q4qIJKo9cDUwIluaO724pKja4rmGSKUz08tHjTyIUPh3JWHCWppQp4qyHrsunfuVXfOKR9a0a790Xtd+s2d033bpvK79Cpe077ZNhRVs1wqLRz6o/ZAG+S4wBLi7mn2F5M2dRwWmB0effpx/oJn1B34FPNGIpekqY33pv527LwQWRvvXEQpEZ1V3vrt/Tugwkh+zL7AoWlKwG3BZXt5HAouBT81sW+ALd29M95ZrgGlmdra7/70e590BTHH3ZxtxbWmEFlMoElWqjySG6iURERERERERERERaRpm1p3wBm0/wpuuH1ZzzFaEt0vPILzZetTmJiHcfbGZfZ3wIuFPgUPM7AB3/9JSB9GSK0cTJioXAEuAH5rZAmC0u39Sn/tx98/N7F7gfDO7290n1Of8OsSv6W3be4A+wB+AE/Lnidz9XsIk1v8CL5nZI4SJnhMJkzsbXrJM4I3ctr4cgsiWYF/g7WxpbhRwfXFJUUUcQaPuIr8rHzXyCdRdJBEdK8p67Lx0/t47L91YF7imoHDZvK79Z83sMWjp3K79U0vadxvQCopHmqpQ5GTgP+7+TjX7JhKKRyv1BPYErgM2FDOYWQfC80oXwrNIY1V2Lalp3r4w2mplZmOAAcCBhG5r5xOWralO5fPStwlFrQ3i7kuj4t0XzCzr7rm8fXP4cpcWzOx04AD0MyRRLaZQRERERERERERERESSFy1j0pXwFm153vguwA+BnwDro48PAp4xs2cIhRDj3H09sA7oRVh25SR3r7Ujh7svjIpF/hd4oLJIxMwGAEXArlFORwEVhOXL/wCUAecAFwO/NbOJhKXO5xCWk/lXlUtV9+/il0VxBwETNnNcQ23ytq2Z9SJM4gBcW83x97r7MjM7lNCR5QxgFaET9y/dfUHesc39Ru70ZrqOiDROe8LPnuOi7iLT4gqc113kEsJEefu4Ykv9dVy/rvvOy+bvvfOyjcUjawsKl8/v2m/WjO6Dlszt2j+1uEP3/hVWsD1mBZsJ1ZI0SaGIux9rZj1r2Jeu8vkVwBXVHUoolHrS3SfFkFZ7YBGhCLc6hWxawLI5swnd3v4YbSsIz0o1FYsVEp4vGsXd34oKfOu6ZND9wEvuvrix15aGs9DIY8s1fPhwnzAh1gJvERERERGJScVj/WON127EgtoPEpEtjpm97e7Dk85DRESCaHmTl6NPf0co3HgG+CZhIuMW4A/uviQ6vpgwCbEX4e3Ufd39EzPrCJS7e3mVS2Bmk4HZ7j6iDvnsDrxBKFopBR4EHnP3sirHtQOOAI4BDiEsdX6mu98X7R9KmNQ8GGjn7jtUOb+Du681s/Ojc88FLnT3v9SWY12Y2X7AC8A+9ZhIqS3m6YTuIvs112RLtjT3TWBsc1xLRGKzFhgF3BBXd5FK5aNG7k6YNNfzfAu3tiC1Yn7XfrNmdh+0eG7XbVJfdOjWv8LatdTikV3Txw57P+kkRFozFYqIiIiIiEiTUaGIiNSFCkVERFoWC63qzwZecfdp0djOhBbhD7r7mhrOKQGGuPvtdbhGjlAockQdcxoIfBJ1K6nrfRQAVJ5jZu2BqYS3ba9x95dqOO8K4AJgPHCGuy+s6zXrkNNQd4+tI0fU/n6gu8+KK2ZtsqW5gVSz3JCIbBHeAk4vLimKtTNQ+aiRKUIhXhp1F9milBWkVs7v0m/mjO6DFs/r1j/1RYfufcut3Q6E4suklAOd08cOW5dgDiKtngpFRERERESkyahQRETqQoUiIiIiW5ZsaW4RsHXSeYhIg6wlLBdzYxN0FxlG6C6yb5xxpXmVWbtVH3btN3Nm90FfzOnav90XHXv0a+bikRnpY4cVNdO1RNqsONdYFBERERERERERERGR1u8d4NCkkxCRBukAXAccly3NnV5cUvRuXIFT6czU8lEjDwR+BfwGdRfZIrX3is47LP94jx2Wf7xhbJ21W/1hl74zZ/QY9MXcrtsULOrYo7LzSFPMNb/XBDFFpAoVioiIiIiIiIiIiIiISH2oUERky7c/8N9saS4N/D6u7iKpdKYcuKZ81MgnCN1F9okjriSr0Cs6bb/ik2Hbr/hkw1i5tVvzYZe+78/sPnDRnG7b2KIOPfquK0jtgFlhIy83uZHni0gdqFBERERERERERERERETq452kExCRWHQAfkfoLvKjmLuLvFM+auQBwKXA5ai7SKuT8oqO2634ZPftNikeKVj7UZe+02d0H7QwKh7ps64gtWM9i0f+G3+2IlKVCkVERERERERERERERKQ+VCgi0rocAEyMuotkYu4ucnX5qJGPAXcBX4kjrrRcKV/fYciKBUOHrFiwYazcCtZ+3LnPuzO7D1w4p9sAPu+4Ve+oeKSm4iEViog0AxWKiIiIiIiIiIiIiIhIfbwDOGBJJyIisekIXM/G7iLvxRU46i6yP6G7yBVAY5cmaRUWrlzNVh07kGpXkHQqTSrl6zsMXvnpboNXfgqfTASgwgrKPu7c+92Z3QctnN1tgC/suFXvslA8sgaYnWzGIm2DuXvSOTTK8OHDfcKECUmnISIiIiIi1ah4rH+s8dqNWFD7QSKyxTGzt919eNJ5iIiISN1lS3OzgO2TzkNEmsQa4DeE7iLr4wxcPmrknsBoWmB3kWdzsznmvkcZc8LRnDhslzqft3rdOi57/hX+NfV9Fq1ew5Ae3biu5GscN7QIgBmLFnPCP5/AgYdPPpadevUE4OzHn+Ombx5G1w5alQegAlu3oHPvR4b88tcnJ52LSFvQukvURERERERERERERESkKWj5GZHWqyNwA/BqtjRX94qJOkilM1MIS91cCayLM3ZjrCpbxwVPv0Dx9tvWq0gE4Nwnn+dvE6Zw4rBduPlbX6dL+/ac/OBTvPHhJwD8afxE+nXtQv+uXbh5fOio8cnyFXTv0F5FInna4YUDV30+L+k8RNoKFYqIiIiIiIiIiIiIiEh9qVBEpPU7EJiULc1dnC3NxTanmEpn1qXSmVHA/sDkuOI2xlXjXufDZcv507e+Xq/zpiz4nPumvMv9Jx7NH44q5sfD92Ts94+nnRl3/XcaADO/WMLxu+/M/xtaxMwvlgBw59vvcOa+e8R+H63AW0knINJWqFBERERERERERERERETqa0rSCYhIs+gI3Ai8nC3N7Rxn4FQ6MwnYDxhFgt1Fpiz4nD+Nn8jPD9qH3fr0qte5ZvD7Iw/j2F132jDWt2tn+nbpzMJVqwCoWO+kCoxUQQEV7pRXrCf3xZJ6X6uNUKGISDNRoYiIiIiIiIiIiIiIiNSXOoqItC3/Q+gu8osm6C5yJQl1F3F3zn2ylK7tCzl48EDGfjCLRatW1/n8Pfr14ecH7bPJ2ILlK/l4+QqGRoUg/bp2ZvKCz5m84DP6dunMY+/N4Du77hjrfbQSC1PpzJykkxBpK1QoIiIiIiIiIiIiIiIi9fUBsCrpJESkWXUCMsBL2dJcUZyB87qLXAWUxxl7c+6ZPJ03P1rAkjVr+fHjz3HSv55kxz/cwZgp7zY45p/Gv02BGSfvsRsAp+01lNsnTOGOt9/htL2G8sR7Mzh2l51YV1ER1220Fq8lnYBIW6JCERERERERERERERERqZfikqIK4NWk8xCRRBwMTM6W5i5qgu4iaUJ3kSZf3srduebF8RQWFPDEKSP45JJz+fiX5/LtXXfkjEf/zcSPP613zPcXfsEtb0zitL2GsmufrQE4YqftmH7Bj3j3Z2cwqHs3dum9NT95spRuv72Za14cH/dtbcnGJZ2ASFuiQhEREREREREREREREWmIF5JOQEQS0wm4CXixCbqL/BcYDlxNE3YXeX/hYmYtXsppew3lqJ13AKBbh/bccvThrHfnganv1Stexfr1nPnYs/Ts1IEbjvjaJvu269mDIVt1586J77D/wP48OO19/nLM4fz2xfEsXbM2tnvawmWTTkCkLVGhiIiIiIiIiIiIiIiINIQKRUTkEEJ3kQuboLvIb4ADgHfiipvvi9VrAPjadoM2Ge/esQN9unTm42Ur6hUv/cJrvPXRAkYfdxRbd+70pf3L15axsmwdS9eWMbRPL87ad0+26tiBGV8safhNtB6LaYYuMiKykQpFRERERERERERERESkId4GliWdhIgkrhPwB0J3kZ3iDJxKZyYSuov8lpi7i2zTrQsAVmW8vGI9X6xeQ+8unesc67F3c9zwypv85rCDKN5hcLXH3DN5OqftNZTV68rpmEoB0CmVYvW6dQ3Kv5V5KZXOrE86CZG2RIUiIiIiIiIiIiIiIiJSb8UlRRXAS0nnISItRmV3kZ9nS3NV6y8aLJXOlKXSmSuAA4GpccXdvmcPhvTozsPTc5uM3zN5OuXr11O8/bZ1ijN+/sf88JGxHL3zDvzv1w6o8bjX533EIUMG0rkwxap1oeZl5bp1dC4sbPhNtB7jkk5ApK1RoYiISMyuvfZaDjvssKTTEBERERERERERaQ5afkZE8nUG/kjoLrJjnIFT6czbwL7AtUBFHDGvOvxgnnp/JseNeYy/vTWZX4zN8tOnnme/gf05ZucdeX3+xzw87YMazy8rr+C0h56hfL1TstN2jJnyLvdNns59k6fz+LszNhz34uz5fG27UHiyW59eTPtsIde8OJ7la8so6tUzjlvZ0o1LOgGRtiaVdAIiIq3J1KlTGTVqFAcddFDSqYiIiIiIiIiIiDQHFYqISHW+CkzJluYuBf5cXFLkcQRNpTNlwGXlo0Y+CowGdm9MvFP23I3uHdqTeXUC//v8yxQWFHD87juTOfIwCgqM2ydM4ZkPZnH87jtXe/7UzxYyd2lYgevnz2z643BIj+58Z7ewEs+4OfO5+OD9ABjatxfn7r83f3r9ba4/4mt069C+MbfQGiwGpiSdhEhbY+6x/FxOzPDhw33ChAlJpyEiQnl5OQceeCBr1qyhd+/ejBs3LumUREREElfxWP9Y47UbsSDWeCLSMpjZ2+4+POk8REREpP6i5SU+A3onnYuItFgvAmcUlxTNijNo+aiR7YE08CugXZyxpVk9lkpnjks6CZG2RkvPiIjE5LrrrqNdu3ZcdNFFSaciIiIiIiIiIiLSLKIuAeOSzkNEWrRDCd1FLoiKy2KRSmfKUunMZcBBwPS44kqzU2cqkQSoUEREJAZTpkwhk8lw9913066dCpdFRERERERERKRN0SSfiNSmC3AzkM2W5naIM3AqnXkL2Af4HVARZ2xpFk8mnYBIW6RCERGRRlq3bh0//OEPufrqq9lll12STkdERERERERERKS5qVBEROqqsrvI+TF3F1mbSmcuBf4HeDeuuNLkpqbSmTlJJyHSFqlQRESkka655hp69erF+eefn3QqIiIiIiIiIiIiza64pOh94OOk8xCRLUYX4M/AC9nS3PZxBk6lM28CXwGuR91FtgRPJJ2ASFuVSjoBEZEt3V133cWnn35Kz549ASgrK6OsrIytttqKKVOmMHjw4IQzFBERERERERERaXJZ4NSkkxCRLcphwDvZ0twlwK3FJUUeR9BUOrMW+HX5qJGPAv8AdosjrjQJFYqIJEQdRUREGunll19m+vTpTJo0iUmTJnHVVVcxfPhwJk2axIABA5JOT0REREREREREpDlo+RkRaYguwC3Af7Klue3iDJxKZ94A9gFuQN1FWqJPgTeTTkKkrVJHERGRRho0aNAmn/fu3ZuOHTuy3XbbJZOQiIiIiIiIiIhI8/s3sB69oCoiDVPMxu4it8XYXWQN8KvyUSMfAUYDu8YRV2LxVCqdieW/s4jUnx7YRERidvrppzNu3Lik0xAREREREREREWk2xSVFHwOvJJ2HiGzRugJ/BZ5vou4iXwFuJBS1SfK07IxIglQoIiIiIiIiIiIiIiIicXgg6QREpFX4OqG7yE+ypTmLK2gqnVmTSmcuAQ4G3o8rrjTIauD5pJMQactUKCIiIiIiIiIiIiIiInF4CKhIOgkRaRW6ArcCpdnS3JA4A6fSmfHA3sDvUXeRpDyfSmdWJZ2ESFumQhEREREREREREREREWm04pKiz4BxSechIq3K4YTuIufEGTTqLvJL4KvAB3HGljr5Z9IJiLR1LbZQxMz+bWanJ52HiIiIiIiIiIiIiIjUmSb/RCRu3YDbsqW50mxpbnCcgVPpzGuE7iI3oe4izWUF8FjSSYi0dS2yUMTMTgWOTDoPERERERERERERERGpl0eAdUknISKt0jeAqdnS3NlxBk2lM6tT6cxI4Guou0hzeEzLzogkr8UVipjZ1kAGeD/pXEREREREREREREREpO6KS4q+AJ5POg8RabW6AX/LluaezZbmto0zcCqdeRV1F2kO9yWdgIi0wEIRQpHIo8D4pBMREREREREREREREZF6eyDpBESk1TuC0F3krDiDVukukosztgDwKVCadBIiAqmkE8hnZsXA4cAw4ObNHHc2cDbA4MGxLkUmIrJBxWP9Y43XbsSCWOOJiIiIiIiIiIi0UI8Ba4EOSSciIq1ad+D2bGnuBODHxSVF8+MKnEpnXi0fNXIv4FrgZ7TMl++3RA+k0pmKpJMQkRb0Q83MOgJ/A85192WbO9bd/+7uw919eJ8+fZonQRERERERERERERERqVVxSdFS4Nmk8xCRNuNImq67yEXAocCMOGO3YfcmnYCIBC2mUAS4AnjL3Z9OOhEREREREREREREREWkULT8jIs2psrvI2GxpblCcgVPpzCvAXsCfAI8zdhvzQSqdeSvpJEQkaEmFIqcA3zGzJWa2JPr8r2b2VMJ5iYiIiIiIiIiIiIhI/TwBrE46CRFpc75J6C5yRpxBU+nMqlQ6cyGhu8jMOGO3IfclnYCIbNSSCkW+CgwD9o62J4DfALG2iRIRERERERERERERkaZVXFK0Angm6TxEpE3qAdyZLc09ky3NDYwzcCqdeRnYE7gZdRepjwrgH0knISIbtZhCEXf/0N3nVG7ACmChuy9IODUREREREREREREREam/MUknICJt2lHAtGxp7kdxBo26i/wcOAx1F6mrsal0Zn7SSYjIRi2mUKQqdz/d3UcnnYeIiIiIiIiIiIiIiDTIE8AnSSchIm1aD+D/sqW5p5ugu8hLhO4if0bdRWpzW9IJiMimWmyhiIiIiIiIiIiIiIiIbLmKS4rKgduTzkNEBPgWMDVbmjs9zqBRd5GfAcXArDhjtyLzgLFJJyG1M7N61Q7U93hpWfQfT0REREREREREREREmsrfgfKkkxARAbYC/hF1FxkQZ+BUOvMiobvIX1B3kar+nkpn1scZ0Mw6NeCcg8xspypj3Ws5p7OZTTOz481soJn9xszaVXNcu+rG8/ZfbGbP1DPfDma2VR23en89qrleN+B1M9uxjsefCNzT2OtKclQoIiIiIiIiIiIiIiIiTaK4pOgjwhI0IiItxbeAadnS3A/jDJpKZ1am0pkLgK8Ds+OMvQVbSygYjI2ZHQ/MMLPDo893N7NvVLP1rXLqPcCZeXGKgNlmdtxmLrcGGApsA2wP/C9wS5V8BgNzgPPzxo40szmVG3A58PX8MTO7pkqcXmb2spmdHA2dCSyu45be3Nesju4CPqXu37vjgIPM7GcxXFsSoEIRERERERERERERERFpSn9NOgERkSq2AkZnS3NPNkF3kXGE7iJ/Rd1FHkylM5/HHPNl4H3gOTM7Hfg58AhwW95WCuxX5by1QFne5zOAR4ExZlb1WADcfT1QAZS7+yvABcBpZjY075h5Uay0mW2dd/oQ4GTgQOAOYHL08YGEAhSrcrk1wJvAfWZ2J7AKWOvutrkNeDW6twaLimX2Ak6J7hkzKzCzK8xsvpmtM7MPzezcvPv+HBgBXGVmsf4dkuahQhEREREREREREREREWlKLxAm9UREWppjgKnZ0twP4gyaSmdWpNKZnwKHE7pNtFV/jjugu38GlBC6aDwLrAYecfedKrfo0DIzu8DMFlSeSl7hjrs7cA7wErC/mXU0s1Q1l1yV9/EdhAKUGVWOuQjoAZwdfd45+vN14BNgJLB/9PEnwC6EYqX8+1rp7iOBY4GngOVABzPzzW3AwUCHzX7RNiNaMud64GJ3X5G368poex44D8gBf42WnKnMeQowOjpOtjAqFBERERERERERERERkSZTXFLkqKuIiLRcPYG7sqW5J7KluW3iDJxKZ7LAHsCttL3uIm+m0pk3myKwu1e4+2/d/ROir6uZ7W1mN5lZ5X9DJ3TpqLHbhrtXAEe7+y2E4ox11RRidANujT5eD0wHLqkSZxKhKOgGM+sOTCB0FNk22v4AvJX3+bbA78ysfzU5Pe3ujxK6n6wlLHlT23ZD3b96X3IIUBZdEwAz6xPd4y/c/UfufjtwFGFpmjOrnH8d8F0z69iIHCQBKhQREREREREREREREZGm9g9gadJJiIhsxreBadnS3GlxBo26i5wHfIO21V3kxqYIama/N7MjqtnVg9DZo0ve2CZdRPJipMxsq6i4IWVmBvwEGAbsxKZFGO8Ct0Qf7xAdc0fVmO4+Llq25TxgHjAXmB9tFxE6kczP2+YC4/JyOsvMhueFLCAse7ME2Dq6r47VbF2BvtV+sermWODhKmNdgFGE+668vzWETip98g90908Jy+oc3ogcJAEqFBERERERERERERERkSZVXFK0nGom1kREWpiewD3Z0tzj2dLcl7o9NEYqnXmB0F3kNlp/d5H3gUfiDmpmhcBgYKyZXVhld2XnkLoUJe4ELCYsW7Ma2MfdZ7j7NHef6e5zKjdCUUf76PPZ0TELonz2MrOnzexhM3vIzLYH/vqHvgAAIABJREFU/gL0IhSudKth6w70Br4axelC6ODxhpldFy2BUwiUE5aWeR14DXiF0JlkavTxK8CrNO736zBgfP5AdK/XuXt55Vj0td8DmFZNjNejOLIFUaGIiIiIiIiIiIiIiIg0h5sJb0eLiLR0xxK6i5waZ9Cou8i5QAmho0RrdUMqnVkfd1B3X+fuJwEZ4MJomZeqVtUh1GLCcjB/iT4vAzCzXcxsTzMbamb7mtlOwCfAgBrirCAsRbMYOB7o4u4rCEvLLAWW17AtA65198+j+1oJDCV0IzkR2BHoRFgS5ml37+DuPdy9N3AB8J679462Hu5+SB3uuSb9onuszVmEApe7q9m3AIi1sEqangpFRERERERERERERESkyRWXFM3jy+3tRURaqq2Be7OluceaoLvIfwjdGf4WZ9wW4kPgnqa8gLtfAhzo7svyhiuXnFlTh/M/dfdfEApOYGM3kr8RllGZBkwAfk24n+1qiDPT3X9J6BKTH2dl9OcIQpeac4CfRh/3JCxns6hKrHJ3/xtQ5O7vEzqPrDKz75uZV26Epdx2zx8zs3dru+fN6EjoqlIjM+sNXAlk3f35ag5ZHcWRLYgKRUREREREREREREREpLlkaj9ERKRF+Q6hu8gpcQZNpTPLU+nMTwjdRebFGTthmVQ6s64ZrrOvmXUD2kefDwBWuntl56r21Z9WrcruJ0cRlqUB2I1Q3PEOsIuZdapDnMr7rpyDX+nuS4CLCIUtS6LP1wMdqp5sZu2Bw6NPuxM6j6whdOzYPtp+CXwQfbwrcDl1KI7ZjM+ovRvIrYRCnLNr2N8/iiNbEBWKiIiIiIiIiIiIiIhIsyguKXoTeC3pPERE6mlr4L5sae7RbGmuX5yBU+nM88Aw4O9xxk3IIuD2pr6ImXUgdNb4Ixs7WewMzM87rCNgQKqucd19NRuXSCt397XAf6MY+9YzzbeBZdHyNbsCj5rZV8zMgAeASdWc803gGTPbHugDfE4oAqkADgSuAhYSClJ+Qii+XMzGTiYNMZ+NxTFfYmZnAycA57v7jBoO24nWVezUJqhQREREREREREREREREmtONSScgItJAIwjdRb4XZ9Cou8g5wJFsWuywpbk5lc6srP2wRjuZUEhxK6FY4gZCkcWUaP9+QBZoRzWdO6pjZl3MrF01u3LACkKhRp24+wfuPpywfM1vgI+A6cAbwHjgWXevbnmek4EZ7j6bUHzxCeDRvleAA4DB0ed/JnQd6V3XvGrwHKFrzpeY2QHAzcD/ufvoGo5JETqxPNfIPKSZqVBERERERERERERERESaTXFJ0WOEyTMRkS1RL2BMtjT3SLY01zfOwKl05jlCd5E74ozbTFYQiheawwXAM+4+wd2nAWWEjh/vmtmTwEfuvhiYDTxah3i9gBeosrSKmZm7O/AyoYgHM9tqc4HMrMDMdjazHxMKQ74PXOru7xMKKroD481stJn1zzuvB3AscFfUdWQ/YFZe6DLgLDZ27vgRcDGNX/LlKeBQMxucPxh1QnkSmEpYgqcmxwM5d9+SC5zaJBWKiIiIiIiIiIiIiIhIc7s86QRERBrpOGB6tjR3cpxBU+nMslQ682O2vO4it6XSmcVNfREzO5lQFHJ13vAo4AvgPmAf4GEzS7n7s+5+djVhNoSL/nyMsLzQf4Bu0diVwLyoY8a/gGIzGwSMMLMxZtaxajBCEchA4E3CUkK9gRGV3UPc/T/A3sBtwLfZtNvJOUBn4H7gEGAb4J28/ScCDwOVxUndCcvvNGq+390XAX8jdGbJdw+ha8vDwAlmdlrlVnmAmXUidHNJNyYHSYYKRUREREREREREREREpFkVlxQ9C7yYdB4iIo3UC7g/W5p7qI13F1kG/K6pL2JmfYE/AK+5+/horISwZMsod88BJxCWaPlNldO7VBNyePTnJ4TlVx4GJgNLgE5svKcHCIUoVxMKUY4ldPggWq7mwui4fwN7ErqInAzs4u6P51/Q3de6+3nAUHefG8XoA/waeNXd5+Xl/ipQWZBya5TPasKSOpcRunk0dukZgGuAg8zs7CifXmxcaudaQtFI/lbpDmCKuz8bQw7SzFJJJyAiIiIiIiIiIiIiIm3SZcArSSchIhKD44FDs6W584tLih6IK2gqnVkG/Lh81MiHgduBQXHFjtkNqXRmUTNcpx3wHqFoAjPbFXiQsJzZrQDu/rqZ/RX4upmNIiz3cgswmI3LtuTHGw98092Xmtk/gJnAWHcvyzuu3MwuI3QJAXjC3ddHRSJ3EYpMLiF0C3kUyAFjATezz4ClgBOaOHQgdA7ZKip8eTDafz8wzcyKgW8A4939IzPbOrqv9cBNZnYKMNvd15nZaEJRTLbBX9EQe6mZHQe8YGbZqODGNneOmZ0eXXu/xlxbkmNhWaUt1/Dhw33CBC1lKCLxq3isf+0H1UO7EQtijSciIrIl0O9TEakLM3vb3YfXfqSIiIi0NtnS3NPAt5LOQ0QkRg8D5xaXFH0eZ9DyUSN7ADcBZ8QZNwYLgB1T6cyq5riYmRUQ5rgrzKwD8FPgQXefn3dMV2Cdu681sx6ELiT/AcZ4lclxM2tfpShkc9dOAycBp7r7JDMbArwAXOHuY6JjBhC6muwP7ExYQmZrQnFIVa+5+8F58VPuXm5m1wAz3f3/zOxXwAXu/qUiITO7BTgbOM/db6/LPdRyf0PdfXodj+0ADHT3WY29riRDhSIiIjXQxJaIiEjj6fepiNSFCkVERETarmxp7ivA29Ty5rKIyBZmIfDT4pKif8UduHzUyKMI3UUGxh27gc5LpTO3Jp1EUsysi7uvrMNxld1ECgmdTAqANdWdG3UqSbn72lpibguscvfm6OYirUxB0gmIbKlWrVrF+PHjef/995NORWQT+t4UERERab30rCciIiKtTXFJ0X+Bh5LOQ0QkZr2BB7KluX9lS3N94gycSmfGArsD/4gzbgPNIBSttFl1KRKJjlvv7qvdfZm7L3b3RTWd6+4VtRWJRMfNV5GINJQKRUQa4IUXXmDw4MGcd9557L///hxzzDFUVFQknZaIvjdFREREWjE964mIiEgrdgWgBxsRaY1OBKZlS3MnxBk0lc4sTaUzZwBHAx/FGbueLk+lM+UJXl9EGkiFIiL1tGbNGk499VRGjx7NxIkTyeVyjB8/nscffzzp1KSN0/emiIiISOulZz0RERFpzYpLit4H7k46DxGRJtIHeDBbmnsgW5rrHWfgVDrzDDAMGB1n3DqaCMS+tI6INA8ViojU09KlS0mn0xxzzDEA9O3bl2233ZbPP/884cykrdP3poiIiEjrpWc9ERERaQOuBMqSTkJEpAmdROgucnycQVPpzJJUOvMj4Bjg4zhj1+LSVDrjzXg9EYmRCkVE6qlfv3785Cc/2fD5gw8+yMyZM/n2t7+dYFYi+t4UERERac30rCciIiKtXXFJ0Tzgb0nnISLSxPoCD2VLc/9sgu4iTwO7A3fFGbcG/06lM881w3VEpImkkk5AZEtVVlZGUVER8+bN495772XAgAFJpyQC6HtTREREpDXTs56IiIi0ctcAZwKdk05ERKSJfRcozpbmzi0uKXokrqCpdGYJcHr5qJEPEYrvmuJ/GtcCFzRBXBFpRuooItJA7du356WXXuLyyy/nnHPOYdq0aUmnJALoe1NERESkNdOznoiIiLRmxSVFnwJ/SjoPEZFm0hd4OFuauz9bmusVZ+BUOvMUMAy4O864kd+n0pkZTRBXRJqRCkVEGmHIkCFcffXV7L///txzzz1JpyOygb43RURERFovPeuJiIhIK3cd8GHSSYiINKOTgWnZ0txxcQZNpTOLU+nMD4FjgU9iCjuX0P1JRLZwKhQRqadXX32V73//+5uMFRYWkkppJSdJlr43RURERFovPeuJiIhIW1FcUrQc+FnSeYiINLN+wCPZ0tyYbGlu6zgDp9KZJ4HdgXtjCHdRKp1ZHUMcEUmYCkVE6mm33XZj7NixXHrppXz44YeMGTOGl19+mRNPPDHp1KSN0/emiIiISOulZz0RERFpS4pLih4FHk86DxGRBHwPmJ4tzY2IM2jUXeT7wHeABQ0M8+9UOvNojGmJSIJUKCJST1tvvTXPPPMM48aNY5ddduHGG2/kkUceYa+99ko6NWnj9L0pIiIi0nrpWU9ERETaoAuAFUknISKSgH7Ao9nS3L1N0F3kCWAo9e8uUoa6PYm0KubuSefQKMOHD/cJEyYknYaItEIVj/WPNV67EQ0t0hUREdly6fepiNSFmb3t7sOTzkNERERalmxp7iLgpqTzEBFJ0ALgnOKSoifiDlw+auR3gNuAuvzjzbWpdOayuHMQkeSoo4iIiIiIiIiIiIiIiLRENwMTk05CRCRB/YHHm6i7yOPA7sCYWg6dA1wT57VFJHkqFBERERERERERERERkRanuKSoAjgbqEg6FxGRhJ0KTMuW5o6NM2gqnfkilc6cChwHfFrDYWel0plVcV5XRJLXIgtFzGwrM9vfzHomnYuIiIiIiIiIiIiIiCSjuKTobeCWpPMQEWkBKruL3J0tzcU6h5pKZx4jdBe5v8quO1LpzH/ivJaItAwtrlDEzE4mtDC6E/jIzE5MNiMREREREREREREREUnQ5cCHSSfx/9m78zDJyvJu/N9bRkQUIyq+uLy4VlTiLlE0+oullsQVUFQiYlwSjEsSjSbuQTEqGjHmdYm7uEXjhgu4jWYwMSouGBRxGRTEJSggyib78/vj1Ejbdvf0zPTUqe76fK6rruo659R5vrV1PVV1n+cBmBIHpxtd5IErudN1hx5x1rpDj3hkkock+Xm6/7tPX8k2gOkxVYUiVXXtJK9OcrfW2m2SPDnJK/pNBQAAAAAA9GU4Gpyb5K/7zgEwRa6X5GMb1m98+4b1G6+5kjted+gRRyXZM8n+6w494pyV3DcwPaaqUCTJLkn+urV20vjy15Ls1mMeAAAAAACgZ8PR4KgkH+07B8CUeXS60UUesJI7HY8u8tWV3CcwXaaqUKS1dmpr7T1JUlVXTjec0VH9pgIAAAAAAKbAU5Kc13cIgClz/SRHb1i/8aC+gwCrx7q+Ayykqu6YZH2SS5LcaoH1hyQ5JEn22GOPyYZjzbr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",
                        "text/plain": [
                            "<Figure size 2880x1440 with 4 Axes>"
                        ]
                    },
                    "metadata": {
                        "needs_background": "light"
                    },
                    "output_type": "display_data"
                }
            ],
            "source": [
                "# 将全局的字体设置为黑体\n",
                "plt.rcParams['font.family'] = 'SimHei'\n",
                "\n",
                "# 画布 宽、高\n",
                "figure1 = plt.figure(figsize=(40,20))\n",
                "\n",
                "\n",
                "# 添加图形，两行两列第一个\n",
                "ax2 = figure1.add_subplot(2,2,1)\n",
                "plt.title('{}月运维单统计'.format(month),fontdict={'family':'Microsoft YaHei','size':18})\n",
                "plt.xlabel('日期',fontdict={'family':'Microsoft YaHei','size':15})\n",
                "# 将日期索引转为Timestamp对象，取出日期作为横坐标\n",
                "def day(date):\n",
                "    return pd.Timestamp(date).day\n",
                "x1 = list(map(day,date))\n",
                "plt.xticks(x1,fontsize=14)\n",
                "plt.ylabel('数量',fontdict={'family':'Microsoft YaHei','size':15})\n",
                "plt.ylim([0,11])\n",
                "plt.yticks(np.arange(0,11,1),fontsize=14)\n",
                "# 绘制柱状图\n",
                "plt.bar(x1,data['flag'],width=0.6,color='#fcaf17',label='运维单 {}'.format(total))\n",
                "plt.bar(x1,data['bug'],width=0.6,color='red',label='bug {}'.format(bug_total))\n",
                "# 添加图例,文字为 bar 的label\n",
                "plt.legend(loc=2,fontsize=16)\n",
                "# 给柱形图上方添加标签\n",
                "for x,y in zip(x1,data['flag']):\n",
                "    if y>0:\n",
                "        plt.text(x=x,y=y+0.2,s=y,fontdict={'size':15})\n",
                "# 添加运维单、bug总数\n",
                "# plt.text(x=5,y=10.5,s='运维单总数：{}'.format(total),fontdict={'family':'Microsoft YaHei','size':14})\n",
                "# plt.text(x=5,y=10,s='bug总数：{}'.format(bug_total),fontdict={'family':'Microsoft YaHei','size':14})\n",
                "\n",
                "\n",
                "# 添加图形，两行两列第二个\n",
                "ax1 = figure1.add_subplot(2,2,2)\n",
                "plt.title('运维单分类',fontdict={'family':'Microsoft YaHei','size':18})\n",
                "# 绘制饼图\n",
                "plt.pie(tag_sum,explode=[0,0,0.1,0,0],autopct=\"%1.1f%%\",labels=tag_list,textprops={'fontsize':18},colors=[plt.cm.Set3(i) for i in range(len(tag_name))])\n",
                "\n",
                "# 添加图形，两行两列第三个\n",
                "ax1 = figure1.add_subplot(2,2,3)\n",
                "plt.title('投入工时 {}'.format(time_total),fontdict={'family':'Microsoft YaHei','size':18})\n",
                "plt.xlabel('日期',fontdict={'family':'Microsoft YaHei','size':15})\n",
                "plt.xticks(x1,fontsize=14)\n",
                "plt.ylabel('工时',fontdict={'family':'Microsoft YaHei','size':15})\n",
                "plt.ylim([0,11])\n",
                "plt.yticks(np.arange(0,11,1),fontsize=14)\n",
                "# 绘制柱状图\n",
                "plt.bar(np.array(x1)-0.2,data['自定义字段(实际开发工时)'],width=0.4,color='#33a3dc',label='开发工时 {}'.format(dev_time))\n",
                "plt.bar(np.array(x1)+0.2,data['自定义字段(实际测试工时)'],width=0.4,color='lightgreen',label='测试工时 {}'.format(test_time))\n",
                "# 添加图例,文字为 bar 的label\n",
                "plt.legend(loc=2,fontsize=15)\n",
                "\n",
                "# 添加图形，两行两列第四个\n",
                "ax1 = figure1.add_subplot(2,2,4)\n",
                "plt.title('客户项目分类',fontdict={'family':'Microsoft YaHei','size':18})\n",
                "# 绘制饼图\n",
                "cmap = []\n",
                "for i in range(len(xm_name)):\n",
                "    if i >11:\n",
                "        i -= 12 \n",
                "    cmap.append(plt.cm.Set3(i))\n",
                "plt.pie(xm_sum,explode=[0*x for x in range(len(xm_name))],autopct=\"%1.1f%%\",labels=xm_list,textprops={'fontsize':18},colors=cmap)\n",
                "\n",
                "\n",
                "plt.savefig('{}月运维单图表.jpg'.format(month))\n",
                "plt.show()\n"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 33,
            "metadata": {},
            "outputs": [
                {
                    "name": "stdout",
                    "output_type": "stream",
                    "text": [
                        "(0.7019607843137254, 0.7019607843137254, 0.7019607843137254, 1.0)\n"
                    ]
                }
            ],
            "source": [
                "print(plt.cm.Set2())"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": 92,
            "metadata": {},
            "outputs": [
                {
                    "name": "stdout",
                    "output_type": "stream",
                    "text": [
                        "邮件发送成功\n"
                    ]
                }
            ],
            "source": [
                "import smtplib\n",
                "from email.mime.image import MIMEImage\n",
                "from email.mime.multipart import MIMEMultipart\n",
                "from email.mime.text import MIMEText\n",
                "from email.header import Header\n",
                " \n",
                "# 第三方 SMTP 服务\n",
                "mail_host=\"smtp.qq.com\"  #设置服务器\n",
                "mail_user=\"1367575492@qq.com\"    #用户名\n",
                "mail_pass=\"dtbrgmyixupfhfde\"   #口令 \n",
                " \n",
                " \n",
                "sender = '1367575492@qq.com'  # 发件邮箱\n",
                "receivers = ['1367575492@qq.com']  # 接收邮箱\n",
                "\n",
                "msgRoot = MIMEMultipart('related')\n",
                "msgRoot['From'] = Header(\"测试\", 'utf-8')\n",
                "msgRoot['To'] =  Header(\"Dear all\", 'utf-8')\n",
                "subject = '上月运维单分析'\n",
                "msgRoot['Subject'] = Header(subject, 'utf-8')\n",
                " \n",
                "msgAlternative = MIMEMultipart('alternative')\n",
                "msgRoot.attach(msgAlternative)\n",
                " \n",
                " \n",
                "mail_msg = \"\"\"\n",
                "<h3>上月运维单数据：</h3>\n",
                "<p>运维单总数<b> {} </b>个 ，其中bug<b> {} </b>个，非bug<b> {} </b>个</p>\n",
                "<p>投入总工时<b> {} </b>小时，其中开发工时<b> {} </b>，测试工时<b> {} </b></p>\n",
                "<h3>分析结果如下：</h3>\n",
                "<p><img src=\"cid:image1\"></p>\n",
                "\"\"\".format(total,bug_total,total-bug_total,time_total,dev_time,test_time)\n",
                "msgAlternative.attach(MIMEText(mail_msg, 'html', 'utf-8'))\n",
                " \n",
                "# 指定图片为当前目录\n",
                "fp = open('2月运维单图表.jpg', 'rb')\n",
                "msgImage = MIMEImage(fp.read())\n",
                "fp.close()\n",
                " \n",
                "# 定义图片 ID，在 HTML 文本中引用\n",
                "msgImage.add_header('Content-ID', '<image1>')\n",
                "msgRoot.attach(msgImage)\n",
                " \n",
                " \n",
                "try:\n",
                "    smtpObj = smtplib.SMTP_SSL(mail_host, 465) # 465 为 SMTP 端口号\n",
                "    smtpObj.login(mail_user,mail_pass)\n",
                "    smtpObj.sendmail(sender, receivers, msgRoot.as_string())\n",
                "    print (\"邮件发送成功\")\n",
                "    smtpObj.quit() \n",
                "except smtplib.SMTPException:\n",
                "    print (\"Error: 无法发送邮件\")"
            ]
        },
        {
            "cell_type": "code",
            "execution_count": null,
            "metadata": {},
            "outputs": [],
            "source": [
                "# 代码封装\n",
                "'''\n",
                "1.数据处理，将处理结果数据返回一个字典\n",
                "2.绘图\n",
                "3.发送邮件\n",
                "\n",
                "'''"
            ]
        }
    ],
    "metadata": {
        "interpreter": {
            "hash": "4905652b14e4b7eb92899b78ac499a22c488804455b27940a322fd82aaf71031"
        },
        "kernelspec": {
            "display_name": "Python 3.8.3 64-bit ('base': conda)",
            "name": "python3"
        },
        "language_info": {
            "codemirror_mode": {
                "name": "ipython",
                "version": 3
            },
            "file_extension": ".py",
            "mimetype": "text/x-python",
            "name": "python",
            "nbconvert_exporter": "python",
            "pygments_lexer": "ipython3",
            "version": "3.8.3"
        },
        "orig_nbformat": 4
    },
    "nbformat": 4,
    "nbformat_minor": 2
}
